5846:
surface. But real adsorption is often done much faster than this infinite time limit, i.e., the concentration gradient, decay of concentration at the sub-surface, is only partially formed before the surface has been saturated or flow is on to maintain a certain gradient, thus the adsorption rate measured is almost always faster than the equations have predicted for low or none energy barrier adsorption (unless there is a significant adsorption energy barrier that slows down the absorption significantly), for example, thousands to millions time faster in the self-assembly of monolayers at the water-air or water-substrate interfaces. As such, it is necessary to calculate the evolution of the concentration gradient near the surface and find out a proper time to stop the imagined infinite evolution for practical applications. While it is hard to predict when to stop but it is reasonably easy to calculate the shortest time that matters, the critical time when the first nearest neighbor from the substrate surface feels the building-up of the concentration gradient. This yields the upper limit of the adsorption rate under an ideal situation when there are no other factors than diffusion that affect the absorber dynamics:
6031:
passenger usually comes from many layers of neighbors away from the target, thus its arriving time is significantly longer than the nearest neighbor diffusion time. Using the mean free path time plus the
Langmuir equation will cause an artificial concentration gradient between the initial location of the first passenger and the target surface because the other neighbor layers have no change yet, thus significantly lower estimate the actual binding time, i.e., the actual first passenger arriving time itself, the inverse of the above rate, is difficult to calculate. If the system can be simplified to 1D diffusion, then the average first passenger time can be calculated using the same nearest neighbor critical diffusion time for the first neighbor distance to be the MSD,
5830:
4332:
6386:
4011:
3597:
4642:, from which Fick's law can be obtained as a limiting case, when the mixture is extremely dilute and every chemical species is interacting only with the bulk mixture and not with other species. To account for the presence of multiple species in a non-dilute mixture, several variations of the MaxwellâStefan equations are used. See also non-diagonal coupled transport processes (
2075:
2227:
3982:
3356:
8189:
first law can also be used to predict the changing moisture profiles across a spaghetti noodle as it hydrates during cooking. These phenomena are all about the spontaneous movement of particles of solutes driven by the concentration gradient. In different situations, there is different diffusivity which is a constant.
4327:{\displaystyle {\frac {\partial \varphi (x,t)}{\partial t}}=\nabla \cdot {\bigl (}D(x)\nabla \varphi (x,t){\bigr )}=\sum _{i,j=1}^{3}\left(D_{ij}(x){\frac {\partial ^{2}\varphi (x,t)}{\partial x_{i}\partial x_{j}}}+{\frac {\partial D_{ij}(x)}{\partial x_{i}}}{\frac {\partial \varphi (x,t)}{\partial x_{i}}}\right).}
6406:
molecule, e.g. B is the target molecule holding fixed relatively, and A is the moving molecule that creates a concentration gradient near the target molecule B due to the coagulation reaction between A and B. Smoluchowski calculated the collision frequency between A and B in the solution with unit #/s/m:
33:
6370:
relative diffusion constant between two diffusing molecules. This estimation is especially useful in studying the interaction between a small molecule and a larger molecule such as a protein. The effective diffusion constant is dominated by the smaller one whose diffusion constant can be used instead.
3765:
8188:
The formulation of Fick's first law can explain a variety of complex phenomena in the context of food and cooking: Diffusion of molecules such as ethylene promotes plant growth and ripening, salt and sugar molecules promotes meat brining and marinating, and water molecules promote dehydration. Fick's
7089:
Under the condition of a diluted solution when diffusion takes control, the membrane permeability mentioned in the above section can be theoretically calculated for the solute using the equation mentioned in the last section (use with particular care because the equation is derived for dense solutes,
6632:
However, under a practical condition, the concentration gradient near the target molecule is evolving over time with the molecular flux evolving as well, and on average the flux is much bigger than the infinite time limit flux
Smoluchowski has proposed. Before the first passenger arrival time, Fick's
6369:
such as DNA), the adsorption rate equation represents the collision frequency of two molecules in a diluted solution, with one molecule a specific side and the other no steric dependence, i.e., a molecule (random orientation) hit one side of the other. The diffusion constant need to be updated to the
4902:
rate of a dilute solute to a surface or interface in a (gas or liquid) solution can be calculated using Fick's laws of diffusion. The accumulated number of molecules adsorbed on the surface is expressed by the
Langmuir-Schaefer equation by integrating the diffusion flux equation over time as shown in
4469:
152:
to the gradient of the concentration. It postulates that the flux goes from regions of high concentration to regions of low concentration, with a magnitude that is proportional to the concentration gradient (spatial derivative), or in simplistic terms the concept that a solute will move from a region
8162:
In many realistic situations, the simple Fick's law is not an adequate formulation for the semiconductor problem. It only applies to certain conditions, for example, given the semiconductor boundary conditions: constant source concentration diffusion, limited source concentration, or moving boundary
6915:
instead of 2. Both the
Smoluchowski equation and the JChen equation satisfy dimensional checks with SI units. But the former is dependent on the radius and the latter is on the area of the collision sphere. From dimensional analysis, there will be an equation dependent on the volume of the collision
5845:
A more problematic result of the above equations is they predict the lower limit of adsorption under ideal situations but is very difficult to predict the actual adsorption rates. The equations are derived at the long-time-limit condition when a stable concentration gradient has been formed near the
5825:
Monte Carlo simulations show that these two equations work to predict the adsorption rate of systems that form predictable concentration gradients near the surface but have troubles for systems without or with unpredictable concentration gradients, such as typical biosensing systems or when flow and
4684:
Adsorption, absorption, and collision of molecules, particles, and surfaces are important problems in many fields. These fundamental processes regulate chemical, biological, and environmental reactions. Their rate can be calculated using the diffusion constant and Fick's laws of diffusion especially
1081:
Four versions of Fick's law for binary gas mixtures are given below. These assume: thermal diffusion is negligible; the body force per unit mass is the same on both species; and either pressure is constant or both species have the same molar mass. Under these conditions, Ref. shows in detail how the
6377:
on a surface. Molecules are randomly oriented in the bulk solution. Assuming 1/6 of the molecules has the right orientation to the surface binding sites, i.e. 1/2 of the z-direction in x, y, z three dimensions, thus the concentration of interest is just 1/6 of the bulk concentration. Put this value
6200:
In this critical time, it is unlikely the first passenger has arrived and adsorbed. But it sets the speed of the layers of neighbors to arrive. At this speed with a concentration gradient that stops around the first neighbor layer, the gradient does not project virtually in the longer time when the
5750:
1937:
128:
Fick's experiments (modeled on Graham's) dealt with measuring the concentrations and fluxes of salt, diffusing between two reservoirs through tubes of water. It is notable that Fick's work primarily concerned diffusion in fluids, because at the time, diffusion in solids was not considered generally
7604:
To keep the reaction balanced, reactants must diffuse through the stagnant boundary layer to reach the substrate. So a thin boundary layer is desirable. According to the equations, increasing vo would result in more wasted reactants. The reactants will not reach the substrate uniformly if the flow
7267:
The flux is decay over the square root of time because a concentration gradient builds up near the membrane over time under ideal conditions. When there is flow and convection, the flux can be significantly different than the equation predicts and show an effective time t with a fixed value, which
5841:
nature of diffusion. Most computer simulations pick a time step for diffusion which ignores the fact that there are self-similar finer diffusion events (fractal) within each step. Simulating the fractal diffusion shows that a factor of two corrections should be introduced for the result of a fixed
7306:
The viscous flow regime of CVD is driven by a pressure gradient. CVD also includes a diffusion component distinct from the surface diffusion of adatoms. In CVD, reactants and products must also diffuse through a boundary layer of stagnant gas that exists next to the substrate. The total number of
7302:
The wafer is a kind of semiconductor whose silicon substrate is coated with a layer of CVD-created polymer chain and films. This film contains n-type and p-type dopants and takes responsibility for dopant conductions. The principle of CVD relies on the gas phase and gas-solid chemical reaction to
7284:
The relationship between Fick's law and semiconductors: the principle of the semiconductor is transferring chemicals or dopants from a layer to a layer. Fick's law can be used to control and predict the diffusion by knowing how much the concentration of the dopants or chemicals move per meter and
6026:
This equation can be used to predict the initial adsorption rate of any system; It can be used to predict the steady-state adsorption rate of a typical biosensing system when the binding site is just a very small fraction of the substrate surface and a near-surface concentration gradient is never
4667:
In particular, fluctuating hydrodynamic equations include a Fick's flow term, with a given diffusion coefficient, along with hydrodynamics equations and stochastic terms describing fluctuations. When calculating the fluctuations with a perturbative approach, the zero order approximation is Fick's
8179:
In such a process, the movements of diffusing species (atoms, molecules, plasma etc.) are treated as a discrete entity, following a random walk through the CVD reactor, boundary layer, material structures etc. Sometimes, the movements might follow a biased-random walk depending on the processing
8171:
Even though
Fickian diffusion has been used to model diffusion processes in semiconductor manufacturing (including CVD reactors) in early days, it often fails to validate the diffusion in advanced semiconductor nodes (< 90 nm). This mostly stems from the inability of Fickian diffusion to
7074:
Fick's first law is also important in radiation transfer equations. However, in this context, it becomes inaccurate when the diffusion constant is low and the radiation becomes limited by the speed of light rather than by the resistance of the material the radiation is flowing through. In this
6636:
In 2022, Chen calculates the upper limit of the collision frequency between A and B in a solution assuming the bulk concentration of the moving molecule is fixed after the first nearest neighbor of the target molecule. Thus the concentration gradient evolution stops at the first nearest neighbor
6405:
and Fick's laws of diffusion. Under an idealized reaction condition for A + B â product in a diluted solution, Smoluchovski suggested that the molecular flux at the infinite time limit can be calculated from Fick's laws of diffusion yielding a fixed/stable concentration gradient from the target
6030:
This critical time is significantly different from the first passenger arriving time or the mean free-path time. Using the average first-passenger time and Fick's law of diffusion to estimate the average binding rate will significantly over-estimate the concentration gradient because the first
2090:
4663:
take place, fluctuations cannot be neglected. Such situations can be successfully modeled with Landau-Lifshitz fluctuating hydrodynamics. In this theoretical framework, diffusion is due to fluctuations whose dimensions range from the molecular scale to the macroscopic scale.
6360:
assuming cubic packing each unit has 8 neighbors shared with other units. This example fraction converges the result to the 3D diffusive adsorption solution shown above with a slight difference in pre-factor due to different packing assumptions and ignoring other
4889:
Scheme of molecular diffusion in the solution. Orange dots are solute molecules, solvent molecules are not drawn, black arrow is an example random walk trajectory, and the red curve is the diffusive
Gaussian broadening probability function from the Fick's law of
5614:
5224:
4658:
liquids are brought into contact, and diffusion takes place, the macroscopic (or average) concentration evolves following Fick's law. On a mesoscopic scale, that is, between the macroscopic scale described by Fick's law and molecular scale, where molecular
8172:
model diffusion processes accurately at molecular level and smaller. In advanced semiconductor manufacturing, it is important to understand the movement at atomic scales, which is failed by continuum diffusion. Today, most semiconductor manufacturers use
7412:
1539:
2691:
4347:
3592:{\displaystyle {\frac {\partial \varphi (x,t)}{\partial t}}=\nabla \cdot {\bigl (}D(x)\nabla \varphi (x,t){\bigr )}=D(x)\Delta \varphi (x,t)+\sum _{i=1}^{3}{\frac {\partial D(x)}{\partial x_{i}}}{\frac {\partial \varphi (x,t)}{\partial x_{i}}}}
2841:. This is the case when corrosive gases diffuse through the oxidative layer towards the metal surface (if we assume that concentration of gases in the environment is constant and the diffusion space â that is, the corrosion product layer â is
2828:
7307:
steps required for CVD film growth are gas phase diffusion of reactants through the boundary layer, adsorption and surface diffusion of adatoms, reactions on the substrate, and gas phase diffusion of products away through the boundary layer.
1918:
5495:
8448:
55:: With an enormous number of solute molecules, randomness becomes undetectable: The solute appears to move smoothly and systematically from high-concentration areas to low-concentration areas. This smooth flow is described by Fick's laws.
6628:
by replacing the moving speed of the molecule with diffusive flux. In the collision theory, the traveling time between A and B is proportional to the distance which is a similar relationship for the diffusion case if the flux is fixed.
7714:
3230:
2374:
5374:
3760:
2070:{\displaystyle {\frac {\partial \varphi }{\partial t}}+{\frac {\partial }{\partial x}}J=0\Rightarrow {\frac {\partial \varphi }{\partial t}}-{\frac {\partial }{\partial x}}\left(D{\frac {\partial }{\partial x}}\varphi \right)\,=0}
7280:
is a collective term for a series of devices. It mainly includes three categoriesďźtwo-terminal devices, three-terminal devices, and four-terminal devices. The combination of the semiconductors is called an integrated circuit.
6750:
5626:
4625:
methods is based on solutions of Fick's equation. On the other hand, in some cases a "Fickian (another common approximation of the transport equation is that of the diffusion theory)" description is inadequate. For example, in
2527:
765:
2296:
2222:{\displaystyle {\frac {\partial }{\partial x}}\left(D{\frac {\partial }{\partial x}}\varphi \right)=D{\frac {\partial }{\partial x}}{\frac {\partial }{\partial x}}\varphi =D{\frac {\partial ^{2}\varphi }{\partial x^{2}}}}
3977:{\displaystyle {\frac {\partial \varphi (x,t)}{\partial t}}=\nabla \cdot {\bigl (}D\nabla \varphi (x,t){\bigr )}=\sum _{i=1}^{3}\sum _{j=1}^{3}D_{ij}{\frac {\partial ^{2}\varphi (x,t)}{\partial x_{i}\partial x_{j}}}.}
894:
6916:
sphere but eventually, all equations should converge to the same numerical rate of the collision that can be measured experimentally. The actual reaction order for a bimolecular unit reaction could be between 2 and
1757:
7268:
makes the flux stable instead of decay over time. A critical time has been estimated under idealized flow conditions when there is no gradient formed. This strategy is adopted in biology such as blood circulation.
1412:
1230:
8261:
8079:
506:
4822:
153:
of high concentration to a region of low concentration across a concentration gradient. In one (spatial) dimension, the law can be written in various forms, where the most common form (see) is in a molar basis:
2601:
5915:
6895:
This equation assumes the upper limit of a diffusive collision frequency between A and B is when the first neighbor layer starts to feel the evolution of the concentration gradient, whose reaction order is
7600:
3324:
has elapsed. The MSD is symmetrically distributed over the 1D, 2D, and 3D space. Thus, the probability distribution of the magnitude of MSD in 1D is
Gaussian and 3D is a Maxwell-Boltzmann distribution.
7010:
129:
possible. Today, Fick's Laws form the core of our understanding of diffusion in solids, liquids, and gases (in the absence of bulk fluid motion in the latter two cases). When a diffusion process does
7880:
4960:
3128:
7313:
7164:
4886:
1144:
1308:
8506:
8180:
conditions. Statistical analysis is done to understand variation/stochasticity arising from the random walk of the species, which in-turn affects the overall process and electrical variations.
1071:
654:
113:, which fell short of proposing the fundamental laws for which Fick would become famous. Fick's law is analogous to the relationships discovered at the same epoch by other eminent scientists:
6027:
formed; It can also be used to predict the adsorption rate of molecules on the surface when there is a significant flow to push the concentration gradient very shallowly in the sub-surface.
8153:
6481:
377:
6633:
equation predicts a concentration gradient over time which does not build up yet in reality. Thus, this
Smoluchowski frequency represents the lower limit of the real collision frequency.
6274:
5506:
203:
5125:
109:
In 1855, physiologist Adolf Fick first reported his now well-known laws governing the transport of mass through diffusive means. Fick's work was inspired by the earlier experiments of
1817:
8176:
to study and model diffusion processes. This allows us to study the effects of diffusion in a discrete manner to understand the movement of individual atoms, molecules, plasma etc.
284:
2433:
3663:
7621:
3156:
6833:
6562:
5944:
3057:
1466:
1021:
989:
6123:
6068:
3668:
2619:
3302:
1339:
1261:
7462:
6358:
5837:
A brief history of diffusive adsorption is shown in the right figure. A noticeable challenge of understanding the diffusive adsorption at the single-molecule level is the
2742:
7229:
6778:
5405:
7923:
7435:
5030:
2385:
is at a steady state, i.e. the concentration does not change by time, so that the left part of the above equation is identically zero. In one dimension with constant
7993:
7954:
7802:
7773:
7744:
7521:
7499:
7197:
6889:
6862:
6618:
6591:
6150:
5995:
5820:
5780:
4996:
1439:
951:
924:
597:
5287:
5257:
5117:
5091:
8159:
As a result, Fick's first law tells us we can use a partial pressure gradient to control the diffusivity and control the growth of thin films of semiconductors.
6299:
is a factor of converting the 3D diffusive adsorption problem into a 1D diffusion problem whose value depends on the system, e.g., a fraction of adsorption area
8102:
7903:
6507:
6317:
6297:
6194:
6172:
6017:
5966:
5800:
5397:
5050:
3322:
3250:
2314:
1812:
1792:
4464:{\displaystyle {\frac {\partial \varphi _{i}}{\partial t}}=\sum _{j}\nabla \cdot \left(D_{ij}{\frac {\varphi _{i}}{\varphi _{j}}}\nabla \,\varphi _{j}\right).}
1688:
1596:
7090:
while biological molecules are not denser than water. Also this equation assumes ideal concentration gradient forms near the membrane and evolves over time):
5295:
5745:{\displaystyle \Gamma =2A{C_{\text{b}}}{\sqrt {\frac {Dt}{\pi }}}-A{\sqrt {\frac {D}{\pi }}}\int _{0}^{\sqrt {t}}{\frac {C(\tau )}{\sqrt {t-\tau }}}\,d\tau }
8352:
1344:
1162:
8000:
6643:
2472:
43:
molecules on the left side of a barrier (purple line) and none on the right. The barrier is removed, and the solute diffuses to fill the whole container.
5620:
The
LangmuirâSchaefer equation can be extended to the WardâTordai Equation to account for the "back-diffusion" of rejected molecules from the surface:
683:
133:
follow Fick's laws (which happens in cases of diffusion through porous media and diffusion of swelling penetrants, among others), it is referred to as
7294:
fabrication technologies, model processes like CVD, thermal oxidation, wet oxidation, doping, etc. use diffusion equations obtained from Fick's law.
2241:
6637:
layer given a stop-time to calculate the actual flux. He named this the critical time and derived the diffusive collision frequency in unit #/s/m:
6201:
actual first passenger arrives. Thus, the average first passenger coming rate (unit # molecule/s) for this 3D diffusion simplified in 1D problem,
7542:
8981:
824:
313:
7814:
316:. In dilute aqueous solutions the diffusion coefficients of most ions are similar and have values that at room temperature are in the range of
3260:
8 nm thick is 1-D diffusion because of the spherical symmetry; However, the diffusion of a molecule from the membrane to the center of a
1713:
673:
Beyond this, in chemical systems other than ideal solutions or mixtures, the driving force for diffusion of each species is the gradient of
4724:
in the long-time limit and when the particle is significantly denser than the surrounding fluid, the time-dependent diffusion constant is:
441:
88:: Movement of particles from high to low concentration (diffusive flux) is directly proportional to the particle's concentration gradient.
4730:
1089:
1266:
4498:
4672:, since the phenomena described by a lower order approximation is the result of a higher approximation: this problem is solved only by
2562:
5852:
4668:
law. The first order gives the fluctuations, and it comes out that fluctuations contribute to diffusion. This represents somehow a
6393:
The bimolecular collision frequency related to many reactions including protein coagulation/aggregation is initially described by
4716:. The latter is appropriate for the condition of the diluted solution, where long-range diffusion is considered. According to the
3268:, the diffusion from photosynthetic cells on its surface to its center (the axis of its cylindrical symmetry) is a 2-D diffusion.
6949:
4909:
3072:
8540:
8866:
Pandey S, Gautam D, Chen J (16 July 2024). "Measuring the
Adsorption Cross Section of YOYO-1 to Immobilized DNA Molecules".
7096:
4630:
science and food science a more general approach is required to describe transport of components in materials undergoing a
2308:
If the diffusion coefficient is not a constant, but depends upon the coordinate or concentration, Fick's second law yields
6935:, which makes sense because the diffusive collision time is squarely dependent on the distance between the two molecules.
3630:
8953:
Smoluchowski M (1916). "Drei Vorträge ßber Diffusion, Brownsche Molekularbewegung und Koagulation von Kolloidteilchen".
8759:
Ward AF, Tordai L (1946). "Time-dependence of Boundary Tensions of Solutions I. The Role of Diffusion in Time-effects".
9178:
4856:
2845:, starting at 0 at the surface and spreading infinitely deep in the material). If, in its turn, the diffusion space is
1026:
609:
8556:
Brogioli D, Vailati A (January 2001). "Diffusive mass transfer by nonequilibrium fluctuations: Fick's law revisited".
5802:
is the sub-surface concentration (which is a function of time depending on the reaction model of the adsorption), and
8475:
6394:
5609:{\displaystyle \Gamma =\int _{0}^{t}({\frac {\partial \Gamma }{\partial t}})_{x=0}=2AC_{b}{\sqrt {\frac {Dt}{\pi }}}}
2701:
2455:
8109:
6412:
4688:
Typically, the diffusion constant of molecules and particles defined by Fick's equation can be calculated using the
345:
9183:
8206:
5219:{\displaystyle {\frac {\partial C}{\partial x}}={\frac {C_{b}}{\sqrt {\pi Dt}}}{\text{exp}}(-{\frac {x^{2}}{4Dt}})}
4535:
which are valid for very small deviations from the uniform equilibrium. Earlier, such terms were introduced in the
6207:
8367:
4717:
4337:
159:
9193:
8192:
By controlling the concentration gradient, the cooking time, shape of the food, and salting can be controlled.
7407:{\displaystyle \delta (x)=\left({\frac {5x}{\mathrm {Re} ^{1/2}}}\right)\mathrm {Re} ={\frac {v\rho L}{\eta }}}
1457:
252:
7808:
The equation tells that increasing the temperature or decreasing the pressure can increase the diffusivity.
2399:
51:: With more molecules, there is a clear trend where the solute fills the container more and more uniformly.
9148:
8399:
8231:
4882:
in the ultrafast picosecond region, thus irrelevant to the relatively slower adsorption of diluted solute.
4713:
4689:
4643:
4635:
4536:
2916:(as the diffusion now occurs in both directions). This case is valid when some solution with concentration
2463:
7811:
Fick's first law predicts the flux of the reactants to the substrate and product away from the substrate:
1534:{\displaystyle {\frac {\partial \varphi }{\partial t}}=D\,{\frac {\partial ^{2}\varphi }{\partial x^{2}}}}
97:
A diffusion process that obeys Fick's laws is called normal or Fickian diffusion; otherwise, it is called
9188:
2686:{\displaystyle {\frac {\partial \varphi }{\partial t}}=D{\frac {\partial ^{2}\varphi }{\partial x^{2}}}}
8236:
6785:
6514:
5923:
2962:
7605:
becomes turbulent. Another option is to switch to a new carrier gas with lower viscosity or density.
4501:
include exactly the same terms. These physical models of diffusion are different from the test models
2606:
Plugging the definition of diffusive flux to the continuity equation and assuming there is no source (
994:
962:
308:
is proportional to the squared velocity of the diffusing particles, which depends on the temperature,
8989:
7082:
The exchange rate of a gas across a fluid membrane can be determined by using this law together with
6379:
6378:
into the equation one should be able to calculate the theoretical adsorption kinetic curve using the
6076:
6037:
3150:
425:
3274:
2823:{\displaystyle n\left(x,t\right)=n_{0}\operatorname {erfc} \left({\frac {x}{2{\sqrt {Dt}}}}\right).}
1315:
1237:
7442:
3994:
2084:
to be a constant, one can exchange the orders of the differentiation and multiply by the constant:
295:(for ideal mixtures) is the concentration, with a dimension of amount of substance per unit volume.
6322:
1913:{\displaystyle \varphi (x,t)={\frac {1}{\sqrt {4\pi Dt}}}\exp \left(-{\frac {x^{2}}{4Dt}}\right).}
6019:
is the diffusion constant of the absorber (solute) in the solution (m/s) defined with Fick's law.
5490:{\displaystyle ({\frac {\partial \Gamma }{\partial t}})_{x=0}=-{\frac {DAC_{b}}{\sqrt {\pi Dt}}}}
1083:
110:
8467:
Essentials of Micro- and Nanofluidics: With Applications to the Biological and Chemical Sciences
7608:
The Fick's first law describes diffusion through the boundary layer. As a function of pressure (
7204:
4542:
For anisotropic multicomponent diffusion coefficients one needs a rank-four tensor, for example
231:
measures the amount of substance that will flow through a unit area during a unit time interval.
9082:
7023:
6761:
4899:
4618:
795:
8402:, Sargsyan HP, Wahab HA (2011). "Quasichemical Models of Multicomponent Nonlinear Diffusion".
3133:
This idea is useful for estimating a diffusion length over a heating and cooling cycle, where
7908:
7420:
6624:
The reaction order of this bimolecular reaction is 2 which is the analogy to the result from
6382:. In a more rigid picture, 1/6 can be replaced by the steric factor of the binding geometry.
5015:
2439:
324:. For biological molecules the diffusion coefficients normally range from 10 to 10 m/s.
9074:
7963:
7929:
5946:
is the adsorption rate assuming under adsorption energy barrier-free situation, in unit #/s.
5842:
time-step adsorption simulation, bringing it to be consistent with the above two equations.
8962:
8909:
8822:
8768:
8630:
8575:
8300:
7780:
7751:
7722:
7709:{\displaystyle D=D_{0}\left({\frac {P_{0}}{P}}\right)\left({\frac {T}{T_{0}}}\right)^{3/2}}
7506:
7484:
7231:
transmembrane efficiency (unitless), which can be calculated from the stochastic theory of
7175:
6867:
6840:
6596:
6569:
6128:
5973:
5805:
5758:
4974:
4847:
3225:{\displaystyle {\text{MSD}}\equiv \langle (\mathbf {x} -\mathbf {x_{0}} )^{2}\rangle =2nDt}
1767:
1417:
929:
902:
582:
220:
4998:
is the number concentration of the adsorber molecules (solute) in the bulk solution (#/m).
2369:{\displaystyle {\frac {\partial \varphi }{\partial t}}=\nabla \cdot (D\,\nabla \varphi ).}
78:. Fick's first law can be used to derive his second law which in turn is identical to the
8:
8729:
Langmuir I, Schaefer VJ (1937). "The Effect of Dissolved Salts on Insoluble Monolayers".
7049:
6398:
5266:
5236:
5096:
5070:
4878:(e.g. proteins) in water, the exponential term is negligible due to the small product of
4610:
2707:
224:
98:
36:
8966:
8913:
8826:
8772:
8634:
8579:
8304:
5369:{\displaystyle ({\frac {\partial C}{\partial x}})_{x=0}={\frac {C_{b}}{\sqrt {\pi Dt}}}}
5119:) in a once uniform bulk solution is solved in the above sections from Fick's equation,
3755:{\displaystyle J_{i}=-\sum _{j=1}^{3}D_{ij}{\frac {\partial \varphi }{\partial x_{j}}}.}
1456:
predicts how diffusion causes the concentration to change with respect to time. It is a
70:
in 1855 on the basis of largely experimental results. They can be used to solve for the
9173:
9032:
8930:
8897:
8843:
8810:
8703:
8678:
8651:
8618:
8599:
8565:
8429:
8411:
8087:
7888:
7291:
6492:
6302:
6282:
6179:
6157:
6125:(unit m) is the average nearest neighbor distance approximated as cubic packing, where
6002:
5951:
5785:
5382:
5067:
Briefly as explained in, the concentration gradient profile near a newly created (from
5035:
4855:
is the mobility of the particle in the fluid or gas, which can be calculated using the
4838:
3307:
3235:
2443:
1797:
1777:
674:
79:
3140:
1639:
1554:
9124:
9075:
9024:
8935:
8848:
8708:
8656:
8591:
8536:
8471:
4721:
4709:
4705:
4669:
4587:
3998:
3256:
of the particle's Brownian motion. For example, the diffusion of a molecule across a
2389:, the solution for the concentration will be a linear change of concentrations along
1928:
8433:
6745:{\displaystyle Z_{AB}={\frac {8}{\pi }}{\sigma }D_{r}C_{A}C_{B}{\sqrt{C_{A}+C_{B}}}}
6373:
The above hitting rate equation is also useful to predict the kinetics of molecular
5032:
is the accumulated number of molecules in unit # molecules adsorbed during the time
2522:{\displaystyle {\frac {\partial \varphi }{\partial t}}+\nabla \cdot \mathbf {j} =R,}
9120:
9036:
9016:
8925:
8917:
8871:
8838:
8830:
8776:
8738:
8698:
8690:
8646:
8638:
8603:
8583:
8421:
8331:
8308:
6625:
5061:
4631:
3304:, is often used as a characterization of how far has the particle moved after time
243:
122:
71:
760:{\displaystyle J_{i}=-{\frac {Dc_{i}}{RT}}{\frac {\partial \mu _{i}}{\partial x}}}
8465:
8216:
7083:
6402:
5057:
4885:
4673:
3261:
3146:
9004:
8898:"Why Should the Reaction Order of a Bimolecular Reaction be 2.33 Instead of 2?"
8587:
8324:
The London, Edinburgh, and Dublin Philosophical Magazine and Journal of Science
7232:
5968:
is the area of the surface of interest on an "infinite and flat" substrate (m).
4614:
3353:. This dependence does not affect Fick's first law but the second law changes:
2838:
2291:{\displaystyle {\frac {\partial \varphi }{\partial t}}=D\,\nabla ^{2}\varphi ,}
114:
24:
20:
8679:"Photobleaching of YOYO-1 in super-resolution single DNA fluorescence imaging"
8335:
2235:
For the case of diffusion in two or more dimensions Fick's second law becomes
9167:
9020:
8921:
8875:
8313:
8288:
7277:
7045:
6374:
5829:
4639:
3257:
2953:
2302:
1763:
677:
of this species. Then Fick's first law (one-dimensional case) can be written
94:: Prediction of change in concentration gradient with time due to diffusion.
8811:"Simulating stochastic adsorption of diluted solute molecules at interfaces"
8535:. Wiley Series in Chemical Engineering. Vol. 2. John Wiley & Sons.
8425:
2925:
is put in contact with a layer of pure solvent. (Bokstein, 2005) The length
9028:
8939:
8852:
8712:
8660:
8595:
8221:
7288:
Therefore, different types and levels of semiconductors can be fabricated.
7076:
4599:
2952:
As a quick approximation of the error function, the first two terms of the
424:
Another form for the first law is to write it with the primary variable as
118:
8353:"One and a Half Centuries of Diffusion: Fick, Einstein, before and beyond"
4679:
2941:
and provides a measure of how far the concentration has propagated in the
889:{\displaystyle J_{i}=-{\frac {D}{RT}}{\frac {\partial f_{i}}{\partial x}}}
8694:
8570:
8173:
5997:
is the concentration of the absorber molecule in the bulk solution (#/m).
4875:
4660:
4655:
4622:
3603:
2232:
and, thus, receive the form of the Fick's equations as was stated above.
1771:
9005:"Understanding diffusion theory and Fick's law through food and cooking"
8742:
3608:, the diffusion coefficient depends on the direction. It is a symmetric
1752:{\displaystyle {\frac {\partial \varphi }{\partial t}}=D\Delta \varphi }
1023:
phase. At vapor liquid equilibrium the evaporation flux is zero because
8642:
6152:
is the solute concentration in the bulk solution (unit # molecule / m).
4895:
4595:
4493:
are related to the various components and not to the space coordinates.
558:
67:
39:
from a microscopic and macroscopic point of view. Initially, there are
8834:
8780:
2708:
Example solution 1: constant concentration source and diffusion length
1407:{\displaystyle \mathbf {J_{i}} =-{\frac {\rho D}{M_{i}}}\nabla x_{i},}
1225:{\displaystyle \mathbf {J_{i}} =-{\frac {\rho D}{M_{i}}}\nabla y_{i}.}
32:
9154:
8226:
8211:
8201:
8074:{\displaystyle J=-D_{i}\left({\frac {P_{i}-P_{0}}{\delta RT}}\right)}
6365:
When the area of interest is the size of a molecule (specifically, a
4903:
the simulated molecular diffusion in the first section of this page:
3253:
2697:
2459:
1701:
501:{\displaystyle \mathbf {J} _{i}=-{\frac {\rho D}{M_{i}}}\nabla y_{i}}
309:
63:
4817:{\displaystyle D(t)=\mu \,k_{\rm {B}}T\left(1-e^{-t/(m\mu )}\right)}
391:
The driving force for the one-dimensional diffusion is the quantity
9158:
6174:
is the diffusion coefficient defined by Fick's equation (unit m/s).
4692:. In the ultrashort time limit, in the order of the diffusion time
3141:
Example solution 2: Brownian particle and mean squared displacement
815:
600:
336:
8416:
8163:
diffusion (where junction depth keeps moving into the substrate).
1707:, which generalises the second derivative, obtaining the equation
8241:
7995:, the concentration of the gas is expressed by partial pressure.
5838:
4627:
2596:{\displaystyle \mathbf {j} _{\text{diffusion}}=-D\nabla \varphi }
572:
9077:
Thermodynamics and Kinetics in Materials Science: A Short Course
7263:
concentration should use unit mol m, so flux unit becomes mol s.
6385:
5910:{\displaystyle \langle r\rangle ={\frac {4}{\pi }}Ac_{b}^{4/3}D}
5289:
is simplified to the pre-exponential factor of the distribution
4008:
these two forms of the diffusion equation should be combined in
4603:
4591:
4586:
Equations based on Fick's law have been commonly used to model
3609:
3265:
1927:
Fick's second law can be derived from Fick's first law and the
40:
4340:
gives the following generalization of Fick's equation for the
2442:, the solutions to which are referred to by mathematicians as
2552:. The only source of flux in this situation is assumed to be
435:, given for example in kg/kg), then the equation changes to:
7022:
is the permeability, an experimentally determined membrane "
1341:) both species have the same molar mass, Fick's law becomes
339:
operator, which generalises the first derivative, obtaining
312:
of the fluid and the size of the particles according to the
8724:
8722:
7595:{\displaystyle \delta ={\frac {10L}{3\mathrm {Re} ^{1/2}}}}
4606:
2539:
1076:
149:
9072:
8262:"Molecular Diffusion - an overview | ScienceDirect Topics"
7005:{\displaystyle {\text{flux}}={-P\left(c_{2}-c_{1}\right)}}
6389:
Comparing collision theory and diffusive collision theory.
4704:
is the particle radius, the diffusion is described by the
416:, which for ideal mixtures is the concentration gradient.
7875:{\displaystyle J=-D_{i}\left({\frac {dc_{i}}{dx}}\right)}
7271:
6835:
is the relative diffusion constant between A and B (m/s).
4955:{\displaystyle \Gamma =2AC_{b}{\sqrt {\frac {Dt}{\pi }}}}
3123:{\displaystyle 2{\sqrt {\int _{0}^{t}D(\tau )\,d\tau }}.}
2462:
and no net volumetric source. It can be derived from the
332:
8804:
8802:
8800:
8798:
8796:
8794:
8792:
8790:
8719:
8507:"Fickian Diffusion - an overview | ScienceDirect Topics"
7297:
7199:
is the total area of the pores on the membrane (unit m).
6891:
are number concentrations of A and B respectively (#/m).
6620:
are number concentrations of A and B respectively (#/m).
6564:
is the relative diffusion constant between A and B (m/s)
5833:
A brief history of the theories on diffusive adsorption.
1762:
Fick's second law has the same mathematical form as the
4680:
Sorption rate and collision frequency of diluted solute
2449:
9073:
Bokshtein BS, Mendelev MI, Srolovitz DJ, eds. (2005).
6780:
is the area of the cross-section of the collision (m).
2891:), then the solution is amended only with coefficient
1263:, this reduces to the most common form of Fick's law,
814:
The driving force of Fick's law can be expressed as a
8787:
8112:
8090:
8003:
7966:
7932:
7911:
7891:
7817:
7783:
7754:
7725:
7624:
7545:
7509:
7487:
7445:
7423:
7316:
7207:
7178:
7159:{\displaystyle P=2A_{p}\eta _{tm}{\sqrt {D/(\pi t)}}}
7099:
6952:
6870:
6843:
6788:
6764:
6646:
6599:
6572:
6517:
6495:
6415:
6325:
6305:
6285:
6210:
6182:
6160:
6131:
6079:
6040:
6005:
5976:
5954:
5926:
5855:
5808:
5788:
5761:
5629:
5509:
5408:
5385:
5298:
5269:
5239:
5233:
is the number concentration of adsorber molecules at
5128:
5099:
5073:
5038:
5018:
4977:
4912:
4733:
4685:
when these interactions happen in diluted solutions.
4350:
4014:
3768:
3671:
3633:
3359:
3310:
3277:
3238:
3159:
3075:
2965:
2745:
2622:
2565:
2475:
2402:
2317:
2244:
2093:
1940:
1820:
1800:
1780:
1716:
1642:
1557:
1469:
1420:
1347:
1318:
1269:
1240:
1165:
1092:
1029:
997:
965:
932:
905:
827:
686:
612:
585:
444:
348:
255:
162:
9063:
3997:. It is needed to make the right hand side operator
1139:{\displaystyle \mathbf {V_{i}} =-D\nabla \ln y_{i},}
8398:
6943:The first law gives rise to the following formula:
4874:For a single molecule such as organic molecules or
2727:, where the concentration is maintained at a value
2696:If flux were the result of both diffusive flux and
1303:{\displaystyle \mathbf {J_{i}} =-D\nabla \varphi .}
9149:Fick's equations, Boltzmann's transformation, etc.
8616:
8166:
8147:
8096:
8073:
7987:
7948:
7917:
7897:
7874:
7796:
7767:
7738:
7708:
7594:
7515:
7493:
7456:
7429:
7406:
7223:
7191:
7158:
7004:
6883:
6856:
6827:
6772:
6744:
6612:
6585:
6556:
6501:
6475:
6352:
6311:
6291:
6268:
6188:
6166:
6144:
6117:
6062:
6011:
5989:
5960:
5938:
5909:
5814:
5794:
5774:
5744:
5608:
5489:
5391:
5368:
5281:
5251:
5218:
5111:
5085:
5044:
5024:
4990:
4954:
4816:
4463:
4326:
3976:
3754:
3657:
3591:
3316:
3296:
3244:
3224:
3122:
3051:
2822:
2685:
2595:
2521:
2427:
2368:
2290:
2221:
2069:
1922:
1912:
1806:
1786:
1751:
1682:
1590:
1533:
1433:
1406:
1333:
1302:
1255:
1224:
1138:
1065:
1015:
983:
945:
918:
888:
759:
648:
591:
500:
371:
278:
197:
8754:
8752:
8384:VĂĄzquez JL (2006). "The Porous Medium Equation".
7241:is the diffusion constant of the solute unit mâ
s.
6319:over solute nearest neighbor sphere surface area
6022:Dimensional analysis of these units is satisfied.
1066:{\displaystyle f_{i}^{\text{G}}=f_{i}^{\text{L}}}
649:{\displaystyle y_{i}={\frac {\rho _{si}}{\rho }}}
9165:
9134:Foundations of Materials Science and Engineering
8946:
8891:
8889:
8887:
8885:
8865:
8728:
5263:The concentration gradient at the subsurface at
3066:is time-dependent, the diffusion length becomes
16:Mathematical descriptions of molecular diffusion
9002:
8859:
8555:
5004:is diffusion coefficient of the adsorber (m/s).
3984:The symmetric matrix of diffusion coefficients
8749:
8672:
8670:
8446:
8183:
8148:{\displaystyle {\frac {P_{i}-P_{0}}{\delta }}}
6476:{\displaystyle Z_{AB}=4{\pi }RD_{r}C_{A}C_{B}}
5056:The equation is named after American chemists
4499:ChapmanâEnskog formulae for diffusion in gases
3762:For the diffusion equation this formula gives
1636:is the diffusion coefficient in dimensions of
419:
372:{\displaystyle \mathbf {J} =-D\nabla \varphi }
301:is position, the dimension of which is length.
9003:Zhou L, Nyberg K, Rowat AC (September 2015).
8882:
8617:Bian X, Kim C, Karniadakis GE (August 2016).
8530:
8392:
5379:And the rate of diffusion (flux) across area
4485:is the matrix of coefficients. Here, indices
4101:
4061:
3846:
3815:
3446:
3406:
3338:, the diffusion coefficient varies in space,
9111:Fick, Adolph (1995). "On liquid diffusion".
9081:. Oxford: Oxford University Press. pp.
8952:
6401:in a seminal 1916 publication, derived from
6269:{\displaystyle <r>=a/t=2aC_{b}^{2/3}D}
5933:
5927:
5862:
5856:
3665:it is the product of a tensor and a vector:
3204:
3168:
8667:
8404:Mathematical Modelling of Natural Phenomena
2720:-axis) from a boundary located at position
2454:Fick's second law is a special case of the
198:{\displaystyle J=-D{\frac {d\varphi }{dx}}}
47:: A single molecule moves around randomly.
9064:Bird RB, Stewart WE, Lightfoot EN (1976).
8758:
8470:. Cambridge University Press. p. 43.
1700:In two or more dimensions we must use the
8929:
8842:
8702:
8650:
8569:
8415:
8350:
8312:
7026:" for a given gas at a given temperature.
6938:
5735:
4752:
4676:the fluctuating hydrodynamics equations.
4649:
4478:are concentrations of the components and
4442:
3108:
2353:
2271:
2060:
1496:
8731:Journal of the American Chemical Society
8676:
8490:
6384:
5828:
4884:
3145:Another simple case of diffusion is the
1774:, except switching thermal conductivity
1077:Derivation of Fick's first law for gases
31:
8463:
8450:Physical Chemistry for the Life Science
8383:
4338:Einstein's mobility and Teorell formula
2379:An important example is the case where
1617:is a function that depends on location
1086:reduces to this version of Fick's law:
279:{\displaystyle {\frac {d\varphi }{dx}}}
9166:
9099:Fick A (1855). "On liquid diffusion".
8322:Fick A (1855). "On liquid diffusion".
7956:is the first reactant's concentration.
7310:The velocity profile for gas flow is:
7272:Semiconductor fabrication applications
3264:is a 3-D diffusion. For a cylindrical
2428:{\displaystyle \nabla ^{2}\varphi =0,}
2393:. In two or more dimensions we obtain
1931:in absence of any chemical reactions:
1663:
1649:
1571:
1563:
1551:is the concentration in dimensions of
327:In two or more dimensions we must use
247:. Its dimension is area per unit time.
9131:
9089:
7616:) in a gas, diffusion is determined.
7298:CVD method of fabricate semiconductor
4578:correspond to the space coordinates.
2849:(lasting both through the layer with
2712:A simple case of diffusion with time
1155:is the diffusion velocity of species
9110:
9098:
9054:
8895:
8808:
8321:
8286:
4634:. One more general framework is the
3658:{\displaystyle J=-D\nabla \varphi ,}
2450:Example solutions and generalization
1448:
544:th species (for example in mol/m-s),
8902:The Journal of Physical Chemistry A
8683:Beilstein Journal of Nanotechnology
8677:Pyle JR, Chen J (2 November 2017).
2613:), we arrive at Fick's second law:
2080:Assuming the diffusion coefficient
1159:. In terms of species flux this is
953:is a partial pressure of component
388:denotes the diffusion flux vector.
140:
13:
9047:
8491:Williams FA (1985). "Appendix E".
7571:
7568:
7539:, it gives the average thickness:
7450:
7447:
7379:
7376:
7351:
7348:
5630:
5545:
5540:
5537:
5510:
5423:
5418:
5415:
5313:
5305:
5140:
5132:
5019:
4913:
4857:Einstein relation (kinetic theory)
4759:
4439:
4391:
4369:
4354:
4300:
4277:
4258:
4231:
4209:
4196:
4167:
4078:
4053:
4041:
4018:
3955:
3942:
3913:
3823:
3807:
3795:
3772:
3733:
3725:
3646:
3573:
3550:
3531:
3514:
3466:
3423:
3398:
3386:
3363:
3328:
2667:
2653:
2634:
2626:
2587:
2499:
2487:
2479:
2404:
2354:
2341:
2329:
2321:
2273:
2256:
2248:
2203:
2189:
2167:
2163:
2152:
2148:
2123:
2119:
2100:
2096:
2043:
2039:
2020:
2016:
2002:
1994:
1970:
1966:
1952:
1944:
1743:
1728:
1720:
1515:
1501:
1481:
1473:
1388:
1319:
1291:
1241:
1206:
1114:
877:
862:
810:is the chemical potential (J/mol).
748:
733:
485:
363:
14:
9205:
9142:
8979:
8279:
8155:is the partial pressure gradient.
6828:{\displaystyle D_{r}=D_{A}+D_{B}}
6557:{\displaystyle D_{r}=D_{A}+D_{B}}
6395:Smoluchowski coagulation equation
5939:{\displaystyle \langle r\rangle }
3052:{\displaystyle n(x,t)=n_{0}\left}
1312:If (instead of or in addition to
9009:Advances in Physiology Education
7052:for the direction of flow (from
5093:) absorptive surface (placed at
3188:
3184:
3175:
3149:of one particle. The particle's
2945:-direction by diffusion in time
2568:
2506:
1441:is the mole fraction of species
1354:
1350:
1276:
1272:
1172:
1168:
1099:
1095:
1016:{\displaystyle f_{i}^{\text{L}}}
984:{\displaystyle f_{i}^{\text{G}}}
447:
350:
8996:
8973:
8868:Journal of Physical Chemistry B
8610:
8549:
8524:
8167:Invalidity of Fickian diffusion
6118:{\displaystyle L~=C_{b}^{-1/3}}
6063:{\displaystyle L={\sqrt {2Dt}}}
4718:fluctuation-dissipation theorem
4581:
4006:inhomogeneous anisotropic media
3153:from its original position is:
2716:in one dimension (taken as the
2546:is a net volumetric source for
1923:Derivation of Fick's second law
804:is the absolute temperature (K)
19:For the technique of measuring
8986:Essentials of Human Physiology
8619:"111 years of Brownian motion"
8499:
8484:
8457:
8440:
8377:
8344:
8254:
7804:is the standard diffusitivity.
7470:is the length of the substrate
7326:
7320:
7151:
7142:
6509:is the radius of the collision
6196:is the critical time (unit s).
5718:
5712:
5555:
5531:
5433:
5409:
5323:
5299:
5213:
5182:
4804:
4795:
4743:
4737:
4295:
4283:
4253:
4247:
4191:
4179:
4160:
4154:
4096:
4084:
4075:
4069:
4036:
4024:
3937:
3925:
3841:
3829:
3790:
3778:
3627:. Fick's first law changes to
3568:
3556:
3526:
3520:
3484:
3472:
3463:
3457:
3441:
3429:
3420:
3414:
3381:
3369:
3297:{\displaystyle {\sqrt {2nDt}}}
3195:
3171:
3105:
3099:
2981:
2969:
2360:
2347:
1988:
1836:
1824:
1677:
1643:
1585:
1558:
1460:which in one dimension reads:
1334:{\displaystyle \nabla \rho =0}
1256:{\displaystyle \nabla \rho =0}
666:is the partial density of the
1:
9151:(with figures and animations)
9101:Annalen der Physik und Chemie
8447:Atkins P, de Paula J (2006).
7457:{\displaystyle \mathrm {Re} }
7285:second through mathematics.
5826:convection are significant.
4638:equations of multi-component
2702:convectionâdiffusion equation
2456:convectionâdiffusion equation
1458:partial differential equation
227:per unit area per unit time.
9136:(3rd ed.). McGraw-Hill.
9125:10.1016/0376-7388(94)00230-v
9092:The Mathematics of Diffusion
8533:Multicomponent mass transfer
8531:Taylor R, Krishna R (1993).
8247:
8207:ChurchillâBernstein equation
6353:{\displaystyle 4\pi L^{2}/4}
4567:refer to the components and
1082:diffusion equation from the
788:is the concentration (mol/m)
7:
9113:Journal of Membrane Science
8761:Journal of Chemical Physics
8195:
8184:Food production and cooking
7775:is the standard temperature
5782:is the bulk concentration,
4864:is the mass of the particle
4344:of the perfect components:
1794:with diffusion coefficient
603:operator. This is because:
420:Variations of the first law
10:
9210:
9094:. Oxford University Press.
8588:10.1103/PhysRevE.63.012105
8366:: 1.1â1.10. Archived from
7224:{\displaystyle \eta _{tm}}
2301:which is analogous to the
1696:is the position, example m
104:
101:or non-Fickian diffusion.
66:and were first posited by
18:
9179:Eponymous laws of physics
8336:10.1080/14786445508641925
7075:situation, one can use a
6773:{\displaystyle {\sigma }}
6380:Langmuir adsorption model
6367:long cylindrical molecule
4621:processes. The theory of
3151:Mean squared displacement
3137:varies with temperature.
9068:. John Wiley & Sons.
9021:10.1152/advan.00133.2014
8982:"Section 3/3ch9/s3ch9_2"
8922:10.1021/acs.jpca.2c07500
8896:Chen J (December 2022).
8876:10.1021/acs.jpcb.4c03359
8314:10.1002/andp.18551700105
8232:MaxwellâStefan diffusion
7746:is the standard pressure
4969:is the surface area (m).
4827:where (all in SI units)
4714:StokesâEinstein equation
4708:. At a longer time, the
4690:StokesâEinstein equation
4636:MaxwellâStefan diffusion
4537:MaxwellâStefan diffusion
4342:multicomponent diffusion
3271:The square root of MSD,
314:StokesâEinstein relation
121:(charge transport), and
60:Fick's laws of diffusion
9184:Mathematics in medicine
9057:Random Walks in Biology
8809:Chen J (January 2022).
7918:{\displaystyle \delta }
7430:{\displaystyle \delta }
5500:Integrating over time,
5025:{\displaystyle \Gamma }
1084:kinetic theory of gases
8955:Zeitschrift fĂźr Physik
8360:Diffusion Fundamentals
8237:NernstâPlanck equation
8149:
8098:
8075:
7989:
7988:{\displaystyle PV=nRT}
7950:
7949:{\displaystyle dc_{i}}
7919:
7899:
7876:
7798:
7769:
7740:
7710:
7596:
7517:
7495:
7464:is the Reynolds number
7458:
7431:
7408:
7225:
7193:
7160:
7048:of the gas across the
7006:
6939:Biological perspective
6885:
6858:
6829:
6774:
6746:
6614:
6587:
6558:
6503:
6477:
6390:
6354:
6313:
6293:
6270:
6190:
6168:
6146:
6119:
6064:
6013:
5991:
5962:
5940:
5911:
5834:
5822:is a dummy variable.
5816:
5796:
5776:
5746:
5610:
5491:
5393:
5370:
5283:
5253:
5220:
5113:
5087:
5046:
5026:
4992:
4956:
4891:
4818:
4650:Fick's flow in liquids
4465:
4336:The approach based on
4328:
4135:
3978:
3895:
3874:
3756:
3708:
3659:
3593:
3510:
3318:
3298:
3246:
3226:
3124:
3053:
2824:
2687:
2597:
2523:
2429:
2370:
2292:
2223:
2071:
1914:
1808:
1788:
1753:
1684:
1592:
1535:
1435:
1408:
1335:
1304:
1257:
1226:
1140:
1067:
1017:
985:
947:
920:
890:
796:universal gas constant
761:
650:
593:
575:(for example in kg/m).
502:
373:
288:concentration gradient
280:
199:
148:relates the diffusive
56:
9194:Statistical mechanics
8511:www.sciencedirect.com
8426:10.1051/mmnp/20116509
8388:. Oxford Univ. Press.
8266:www.sciencedirect.com
8150:
8099:
8076:
7990:
7951:
7920:
7900:
7877:
7799:
7797:{\displaystyle D_{0}}
7770:
7768:{\displaystyle T_{0}}
7741:
7739:{\displaystyle P_{0}}
7711:
7597:
7518:
7516:{\displaystyle \rho }
7496:
7494:{\displaystyle \eta }
7459:
7432:
7409:
7226:
7194:
7192:{\displaystyle A_{P}}
7161:
7044:is the difference in
7007:
6886:
6884:{\displaystyle C_{B}}
6859:
6857:{\displaystyle C_{A}}
6830:
6775:
6747:
6615:
6613:{\displaystyle C_{B}}
6588:
6586:{\displaystyle C_{A}}
6559:
6504:
6478:
6388:
6355:
6314:
6294:
6271:
6191:
6169:
6147:
6145:{\displaystyle C_{b}}
6120:
6065:
6014:
5992:
5990:{\displaystyle C_{b}}
5963:
5941:
5912:
5832:
5817:
5815:{\displaystyle \tau }
5797:
5777:
5775:{\displaystyle C_{b}}
5747:
5611:
5492:
5394:
5371:
5284:
5254:
5221:
5114:
5088:
5047:
5027:
4993:
4991:{\displaystyle C_{b}}
4957:
4888:
4819:
4613:, nuclear materials,
4466:
4329:
4109:
3979:
3875:
3854:
3757:
3688:
3660:
3594:
3490:
3336:non-homogeneous media
3319:
3299:
3247:
3227:
3125:
3054:
2837:is the complementary
2825:
2688:
2598:
2524:
2458:in which there is no
2430:
2371:
2293:
2224:
2072:
1915:
1809:
1789:
1754:
1685:
1593:
1536:
1436:
1434:{\displaystyle x_{i}}
1409:
1336:
1305:
1258:
1227:
1141:
1068:
1018:
986:
948:
946:{\displaystyle f_{i}}
921:
919:{\displaystyle f_{i}}
891:
762:
651:
594:
592:{\displaystyle \rho }
538:diffusion flux vector
503:
374:
281:
239:diffusion coefficient
200:
72:diffusion coefficient
35:
8961:: 557â571, 585â599.
8695:10.3762/bjnano.8.229
8495:. Benjamin/Cummings.
8351:Philibert J (2005).
8110:
8088:
8001:
7964:
7930:
7909:
7889:
7815:
7781:
7752:
7723:
7622:
7543:
7507:
7485:
7443:
7421:
7314:
7303:create thin films.
7205:
7176:
7097:
6950:
6868:
6841:
6786:
6762:
6644:
6597:
6570:
6515:
6493:
6413:
6323:
6303:
6283:
6208:
6180:
6158:
6129:
6077:
6038:
6003:
5974:
5952:
5924:
5853:
5806:
5786:
5759:
5627:
5507:
5406:
5383:
5296:
5267:
5237:
5126:
5097:
5071:
5036:
5016:
5010:is elapsed time (s).
4975:
4910:
4848:absolute temperature
4731:
4619:semiconductor doping
4348:
4012:
3766:
3669:
3631:
3357:
3308:
3275:
3236:
3157:
3073:
2963:
2743:
2620:
2563:
2473:
2400:
2315:
2242:
2091:
1938:
1818:
1798:
1778:
1768:fundamental solution
1714:
1640:
1555:
1467:
1418:
1345:
1316:
1267:
1238:
1163:
1090:
1027:
995:
963:
930:
903:
825:
684:
610:
583:
442:
346:
253:
160:
9066:Transport Phenomena
8967:1916ZPhy...17..557S
8914:2022JPCA..126.9719C
8827:2022AIPA...12a5318C
8773:1946JChPh..14..453W
8743:10.1021/ja01290a091
8635:2016SMat...12.6331B
8580:2000PhRvE..63a2105B
8464:Conlisk AT (2013).
8386:Mathematical Theory
8373:on 5 February 2009.
8305:1855AnP...170...59F
8104:is the gas constant
7612:) and temperature (
6399:Marian Smoluchowski
6262:
6114:
5903:
5705:
5530:
5282:{\displaystyle x=0}
5252:{\displaystyle x,t}
5112:{\displaystyle x=0}
5086:{\displaystyle t=0}
4611:population dynamics
4588:transport processes
3095:
2464:continuity equation
1770:is the same as the
1062:
1044:
1012:
980:
225:amount of substance
99:anomalous diffusion
37:Molecular diffusion
9189:Physical chemistry
8643:10.1039/c6sm01153e
8564:(1 Pt 1): 012105.
8293:Annalen der Physik
8145:
8094:
8071:
7985:
7946:
7915:
7895:
7872:
7794:
7765:
7736:
7706:
7592:
7513:
7491:
7454:
7427:
7404:
7292:Integrated circuit
7221:
7189:
7156:
7002:
6881:
6854:
6825:
6770:
6742:
6610:
6583:
6554:
6499:
6473:
6391:
6350:
6309:
6289:
6266:
6240:
6186:
6164:
6142:
6115:
6089:
6060:
6009:
5987:
5958:
5936:
5907:
5881:
5835:
5812:
5792:
5772:
5742:
5689:
5606:
5516:
5487:
5389:
5366:
5279:
5249:
5216:
5109:
5083:
5042:
5022:
4988:
4952:
4892:
4839:Boltzmann constant
4814:
4461:
4390:
4324:
3974:
3752:
3655:
3589:
3314:
3294:
3242:
3222:
3120:
3081:
3049:
2820:
2683:
2593:
2519:
2444:harmonic functions
2440:Laplace's equation
2425:
2366:
2288:
2219:
2067:
1910:
1804:
1784:
1749:
1680:
1630:is time, example s
1588:
1531:
1431:
1404:
1331:
1300:
1253:
1234:If, additionally,
1222:
1136:
1063:
1048:
1030:
1013:
998:
981:
966:
943:
916:
886:
757:
675:chemical potential
646:
589:
498:
369:
276:
195:
125:(heat transport).
117:(hydraulic flow),
80:diffusion equation
57:
9155:Fick's Second Law
9132:Smith WF (2004).
8992:on 24 March 2016.
8908:(51): 9719â9725.
8835:10.1063/5.0064140
8781:10.1063/1.1724167
8737:(11): 2400â2414.
8629:(30): 6331â6346.
8558:Physical Review E
8542:978-0-471-57417-0
8493:Combustion Theory
8289:"Ueber Diffusion"
8143:
8097:{\displaystyle R}
8065:
7960:In ideal gas law
7905:is the thickness
7898:{\displaystyle x}
7866:
7686:
7660:
7590:
7402:
7369:
7154:
6956:
6740:
6671:
6502:{\displaystyle R}
6312:{\displaystyle A}
6292:{\displaystyle a}
6189:{\displaystyle t}
6167:{\displaystyle D}
6085:
6058:
6012:{\displaystyle D}
5961:{\displaystyle A}
5876:
5795:{\displaystyle C}
5733:
5732:
5703:
5687:
5686:
5669:
5668:
5650:
5604:
5603:
5552:
5485:
5484:
5430:
5392:{\displaystyle A}
5364:
5363:
5320:
5211:
5180:
5175:
5174:
5147:
5045:{\displaystyle t}
4950:
4949:
4722:Langevin equation
4710:Langevin equation
4706:Langevin equation
4437:
4381:
4376:
4314:
4272:
4223:
4048:
3995:positive definite
3969:
3802:
3747:
3587:
3545:
3393:
3317:{\displaystyle t}
3292:
3245:{\displaystyle n}
3163:
3115:
3038:
3035:
2811:
2808:
2681:
2641:
2575:
2494:
2336:
2263:
2217:
2174:
2159:
2130:
2107:
2050:
2027:
2009:
1977:
1959:
1929:mass conservation
1900:
1861:
1860:
1807:{\displaystyle D}
1787:{\displaystyle k}
1735:
1598:, example mol/m;
1529:
1488:
1454:Fick's second law
1449:Fick's second law
1386:
1204:
1060:
1042:
1010:
978:
884:
857:
755:
728:
644:
483:
274:
193:
92:Fick's second law
9201:
9137:
9128:
9108:
9095:
9090:Crank J (1980).
9086:
9080:
9069:
9060:
9055:Berg HC (1977).
9041:
9040:
9000:
8994:
8993:
8988:. Archived from
8977:
8971:
8970:
8950:
8944:
8943:
8933:
8893:
8880:
8879:
8863:
8857:
8856:
8846:
8806:
8785:
8784:
8756:
8747:
8746:
8726:
8717:
8716:
8706:
8674:
8665:
8664:
8654:
8614:
8608:
8607:
8573:
8571:cond-mat/0006163
8553:
8547:
8546:
8528:
8522:
8521:
8519:
8517:
8503:
8497:
8496:
8488:
8482:
8481:
8461:
8455:
8454:
8444:
8438:
8437:
8419:
8396:
8390:
8389:
8381:
8375:
8374:
8372:
8357:
8348:
8342:
8339:
8318:
8316:
8283:
8277:
8276:
8274:
8272:
8258:
8154:
8152:
8151:
8146:
8144:
8139:
8138:
8137:
8125:
8124:
8114:
8103:
8101:
8100:
8095:
8080:
8078:
8077:
8072:
8070:
8066:
8064:
8053:
8052:
8051:
8039:
8038:
8028:
8022:
8021:
7994:
7992:
7991:
7986:
7955:
7953:
7952:
7947:
7945:
7944:
7924:
7922:
7921:
7916:
7904:
7902:
7901:
7896:
7881:
7879:
7878:
7873:
7871:
7867:
7865:
7857:
7856:
7855:
7842:
7836:
7835:
7803:
7801:
7800:
7795:
7793:
7792:
7774:
7772:
7771:
7766:
7764:
7763:
7745:
7743:
7742:
7737:
7735:
7734:
7715:
7713:
7712:
7707:
7705:
7704:
7700:
7691:
7687:
7685:
7684:
7672:
7665:
7661:
7656:
7655:
7646:
7640:
7639:
7601:
7599:
7598:
7593:
7591:
7589:
7588:
7587:
7583:
7574:
7561:
7553:
7538:
7534:
7530:
7522:
7520:
7519:
7514:
7500:
7498:
7497:
7492:
7478:
7469:
7463:
7461:
7460:
7455:
7453:
7437:is the thickness
7436:
7434:
7433:
7428:
7413:
7411:
7410:
7405:
7403:
7398:
7387:
7382:
7374:
7370:
7368:
7367:
7363:
7354:
7345:
7337:
7230:
7228:
7227:
7222:
7220:
7219:
7198:
7196:
7195:
7190:
7188:
7187:
7165:
7163:
7162:
7157:
7155:
7141:
7133:
7131:
7130:
7118:
7117:
7069:
7060:
7043:
7021:
7011:
7009:
7008:
7003:
7001:
7000:
6996:
6995:
6994:
6982:
6981:
6957:
6954:
6934:
6932:
6931:
6928:
6925:
6921:
6914:
6912:
6911:
6908:
6905:
6901:
6890:
6888:
6887:
6882:
6880:
6879:
6863:
6861:
6860:
6855:
6853:
6852:
6834:
6832:
6831:
6826:
6824:
6823:
6811:
6810:
6798:
6797:
6779:
6777:
6776:
6771:
6769:
6751:
6749:
6748:
6743:
6741:
6739:
6734:
6733:
6732:
6720:
6719:
6709:
6707:
6706:
6697:
6696:
6687:
6686:
6677:
6672:
6664:
6659:
6658:
6626:collision theory
6619:
6617:
6616:
6611:
6609:
6608:
6592:
6590:
6589:
6584:
6582:
6581:
6563:
6561:
6560:
6555:
6553:
6552:
6540:
6539:
6527:
6526:
6508:
6506:
6505:
6500:
6482:
6480:
6479:
6474:
6472:
6471:
6462:
6461:
6452:
6451:
6439:
6428:
6427:
6359:
6357:
6356:
6351:
6346:
6341:
6340:
6318:
6316:
6315:
6310:
6298:
6296:
6295:
6290:
6275:
6273:
6272:
6267:
6261:
6257:
6248:
6227:
6195:
6193:
6192:
6187:
6173:
6171:
6170:
6165:
6151:
6149:
6148:
6143:
6141:
6140:
6124:
6122:
6121:
6116:
6113:
6109:
6097:
6083:
6069:
6067:
6066:
6061:
6059:
6048:
6018:
6016:
6015:
6010:
5996:
5994:
5993:
5988:
5986:
5985:
5967:
5965:
5964:
5959:
5945:
5943:
5942:
5937:
5916:
5914:
5913:
5908:
5902:
5898:
5889:
5877:
5869:
5821:
5819:
5818:
5813:
5801:
5799:
5798:
5793:
5781:
5779:
5778:
5773:
5771:
5770:
5751:
5749:
5748:
5743:
5734:
5722:
5721:
5707:
5704:
5699:
5697:
5688:
5679:
5678:
5670:
5664:
5656:
5655:
5653:
5652:
5651:
5648:
5615:
5613:
5612:
5607:
5605:
5599:
5591:
5590:
5588:
5587:
5569:
5568:
5553:
5551:
5543:
5535:
5529:
5524:
5496:
5494:
5493:
5488:
5486:
5474:
5473:
5472:
5471:
5455:
5447:
5446:
5431:
5429:
5421:
5413:
5399:of the plane is
5398:
5396:
5395:
5390:
5375:
5373:
5372:
5367:
5365:
5353:
5352:
5351:
5342:
5337:
5336:
5321:
5319:
5311:
5303:
5288:
5286:
5285:
5280:
5258:
5256:
5255:
5250:
5232:
5225:
5223:
5222:
5217:
5212:
5210:
5199:
5198:
5189:
5181:
5178:
5176:
5164:
5163:
5162:
5153:
5148:
5146:
5138:
5130:
5118:
5116:
5115:
5110:
5092:
5090:
5089:
5084:
5062:Vincent Schaefer
5051:
5049:
5048:
5043:
5031:
5029:
5028:
5023:
5009:
5003:
4997:
4995:
4994:
4989:
4987:
4986:
4968:
4961:
4959:
4958:
4953:
4951:
4945:
4937:
4936:
4934:
4933:
4823:
4821:
4820:
4815:
4813:
4809:
4808:
4807:
4794:
4764:
4763:
4762:
4712:merges into the
4646:relationship).
4632:glass transition
4577:
4566:
4556:
4534:
4492:
4488:
4484:
4477:
4470:
4468:
4467:
4462:
4457:
4453:
4452:
4451:
4438:
4436:
4435:
4426:
4425:
4416:
4414:
4413:
4389:
4377:
4375:
4367:
4366:
4365:
4352:
4333:
4331:
4330:
4325:
4320:
4316:
4315:
4313:
4312:
4311:
4298:
4275:
4273:
4271:
4270:
4269:
4256:
4246:
4245:
4229:
4224:
4222:
4221:
4220:
4208:
4207:
4194:
4175:
4174:
4164:
4153:
4152:
4134:
4129:
4105:
4104:
4065:
4064:
4049:
4047:
4039:
4016:
3992:
3983:
3981:
3980:
3975:
3970:
3968:
3967:
3966:
3954:
3953:
3940:
3921:
3920:
3910:
3908:
3907:
3894:
3889:
3873:
3868:
3850:
3849:
3819:
3818:
3803:
3801:
3793:
3770:
3761:
3759:
3758:
3753:
3748:
3746:
3745:
3744:
3731:
3723:
3721:
3720:
3707:
3702:
3681:
3680:
3664:
3662:
3661:
3656:
3626:
3598:
3596:
3595:
3590:
3588:
3586:
3585:
3584:
3571:
3548:
3546:
3544:
3543:
3542:
3529:
3512:
3509:
3504:
3450:
3449:
3410:
3409:
3394:
3392:
3384:
3361:
3352:
3323:
3321:
3320:
3315:
3303:
3301:
3300:
3295:
3293:
3279:
3251:
3249:
3248:
3243:
3231:
3229:
3228:
3223:
3203:
3202:
3193:
3192:
3191:
3178:
3164:
3161:
3136:
3129:
3127:
3126:
3121:
3116:
3094:
3089:
3080:
3065:
3058:
3056:
3055:
3050:
3048:
3044:
3043:
3039:
3037:
3036:
3025:
3016:
2996:
2995:
2948:
2944:
2939:diffusion length
2936:
2935:
2934:
2924:
2915:
2906:
2904:
2903:
2900:
2897:
2890:
2883:
2866:
2859:
2836:
2829:
2827:
2826:
2821:
2816:
2812:
2810:
2809:
2801:
2792:
2780:
2779:
2767:
2763:
2735:
2726:
2719:
2715:
2692:
2690:
2689:
2684:
2682:
2680:
2679:
2678:
2665:
2661:
2660:
2650:
2642:
2640:
2632:
2624:
2612:
2602:
2600:
2599:
2594:
2577:
2576:
2573:
2571:
2551:
2545:
2537:
2528:
2526:
2525:
2520:
2509:
2495:
2493:
2485:
2477:
2434:
2432:
2431:
2426:
2412:
2411:
2392:
2388:
2384:
2375:
2373:
2372:
2367:
2337:
2335:
2327:
2319:
2297:
2295:
2294:
2289:
2281:
2280:
2264:
2262:
2254:
2246:
2228:
2226:
2225:
2220:
2218:
2216:
2215:
2214:
2201:
2197:
2196:
2186:
2175:
2173:
2162:
2160:
2158:
2147:
2139:
2135:
2131:
2129:
2118:
2108:
2106:
2095:
2083:
2076:
2074:
2073:
2068:
2059:
2055:
2051:
2049:
2038:
2028:
2026:
2015:
2010:
2008:
2000:
1992:
1978:
1976:
1965:
1960:
1958:
1950:
1942:
1919:
1917:
1916:
1911:
1906:
1902:
1901:
1899:
1888:
1887:
1878:
1862:
1847:
1843:
1813:
1811:
1810:
1805:
1793:
1791:
1790:
1785:
1758:
1756:
1755:
1750:
1736:
1734:
1726:
1718:
1706:
1695:
1689:
1687:
1686:
1683:{\displaystyle }
1681:
1676:
1675:
1667:
1666:
1659:
1658:
1653:
1652:
1635:
1629:
1624:
1620:
1616:
1597:
1595:
1594:
1591:{\displaystyle }
1589:
1584:
1583:
1575:
1574:
1567:
1566:
1550:
1540:
1538:
1537:
1532:
1530:
1528:
1527:
1526:
1513:
1509:
1508:
1498:
1489:
1487:
1479:
1471:
1444:
1440:
1438:
1437:
1432:
1430:
1429:
1413:
1411:
1410:
1405:
1400:
1399:
1387:
1385:
1384:
1375:
1367:
1359:
1358:
1357:
1340:
1338:
1337:
1332:
1309:
1307:
1306:
1301:
1281:
1280:
1279:
1262:
1260:
1259:
1254:
1231:
1229:
1228:
1223:
1218:
1217:
1205:
1203:
1202:
1193:
1185:
1177:
1176:
1175:
1158:
1154:
1145:
1143:
1142:
1137:
1132:
1131:
1104:
1103:
1102:
1072:
1070:
1069:
1064:
1061:
1058:
1056:
1043:
1040:
1038:
1022:
1020:
1019:
1014:
1011:
1008:
1006:
990:
988:
987:
982:
979:
976:
974:
958:
952:
950:
949:
944:
942:
941:
925:
923:
922:
917:
915:
914:
895:
893:
892:
887:
885:
883:
875:
874:
873:
860:
858:
856:
845:
837:
836:
809:
803:
793:
787:
781:
777:
766:
764:
763:
758:
756:
754:
746:
745:
744:
731:
729:
727:
719:
718:
717:
704:
696:
695:
669:
665:
655:
653:
652:
647:
645:
640:
639:
627:
622:
621:
598:
596:
595:
590:
570:
564:
556:
543:
535:
522:
518:
507:
505:
504:
499:
497:
496:
484:
482:
481:
472:
464:
456:
455:
450:
434:
415:
414:
412:
411:
405:
402:
387:
378:
376:
375:
370:
353:
330:
323:
321:
307:
300:
294:
285:
283:
282:
277:
275:
273:
265:
257:
236:
230:
214:
204:
202:
201:
196:
194:
192:
184:
176:
146:Fick's first law
141:Fick's first law
86:Fick's first law
77:
9209:
9208:
9204:
9203:
9202:
9200:
9199:
9198:
9164:
9163:
9145:
9140:
9109:â reprinted in
9050:
9048:Further reading
9045:
9044:
9001:
8997:
8978:
8974:
8951:
8947:
8894:
8883:
8864:
8860:
8807:
8788:
8757:
8750:
8727:
8720:
8675:
8668:
8615:
8611:
8554:
8550:
8543:
8529:
8525:
8515:
8513:
8505:
8504:
8500:
8489:
8485:
8478:
8462:
8458:
8445:
8441:
8397:
8393:
8382:
8378:
8370:
8355:
8349:
8345:
8287:Fick A (1855).
8284:
8280:
8270:
8268:
8260:
8259:
8255:
8250:
8217:False diffusion
8198:
8186:
8169:
8133:
8129:
8120:
8116:
8115:
8113:
8111:
8108:
8107:
8089:
8086:
8085:
8054:
8047:
8043:
8034:
8030:
8029:
8027:
8023:
8017:
8013:
8002:
7999:
7998:
7965:
7962:
7961:
7940:
7936:
7931:
7928:
7927:
7910:
7907:
7906:
7890:
7887:
7886:
7858:
7851:
7847:
7843:
7841:
7837:
7831:
7827:
7816:
7813:
7812:
7788:
7784:
7782:
7779:
7778:
7759:
7755:
7753:
7750:
7749:
7730:
7726:
7724:
7721:
7720:
7696:
7692:
7680:
7676:
7671:
7667:
7666:
7651:
7647:
7645:
7641:
7635:
7631:
7623:
7620:
7619:
7579:
7575:
7567:
7566:
7562:
7554:
7552:
7544:
7541:
7540:
7536:
7532:
7528:
7527:Integrated the
7508:
7505:
7504:
7486:
7483:
7482:
7473:
7467:
7446:
7444:
7441:
7440:
7422:
7419:
7418:
7388:
7386:
7375:
7359:
7355:
7347:
7346:
7338:
7336:
7332:
7315:
7312:
7311:
7300:
7274:
7262:
7255:
7247:is time unit s.
7212:
7208:
7206:
7203:
7202:
7183:
7179:
7177:
7174:
7173:
7137:
7132:
7123:
7119:
7113:
7109:
7098:
7095:
7094:
7068:
7062:
7059:
7053:
7042:
7035:
7029:
7019:
6990:
6986:
6977:
6973:
6972:
6968:
6961:
6953:
6951:
6948:
6947:
6941:
6929:
6926:
6923:
6922:
6919:
6917:
6909:
6906:
6903:
6902:
6899:
6897:
6875:
6871:
6869:
6866:
6865:
6848:
6844:
6842:
6839:
6838:
6819:
6815:
6806:
6802:
6793:
6789:
6787:
6784:
6783:
6765:
6763:
6760:
6759:
6735:
6728:
6724:
6715:
6711:
6710:
6708:
6702:
6698:
6692:
6688:
6682:
6678:
6673:
6663:
6651:
6647:
6645:
6642:
6641:
6604:
6600:
6598:
6595:
6594:
6577:
6573:
6571:
6568:
6567:
6548:
6544:
6535:
6531:
6522:
6518:
6516:
6513:
6512:
6494:
6491:
6490:
6467:
6463:
6457:
6453:
6447:
6443:
6435:
6420:
6416:
6414:
6411:
6410:
6403:Brownian motion
6342:
6336:
6332:
6324:
6321:
6320:
6304:
6301:
6300:
6284:
6281:
6280:
6253:
6249:
6244:
6223:
6209:
6206:
6205:
6181:
6178:
6177:
6159:
6156:
6155:
6136:
6132:
6130:
6127:
6126:
6105:
6098:
6093:
6078:
6075:
6074:
6047:
6039:
6036:
6035:
6004:
6001:
6000:
5981:
5977:
5975:
5972:
5971:
5953:
5950:
5949:
5925:
5922:
5921:
5894:
5890:
5885:
5868:
5854:
5851:
5850:
5807:
5804:
5803:
5787:
5784:
5783:
5766:
5762:
5760:
5757:
5756:
5708:
5706:
5698:
5693:
5677:
5657:
5654:
5647:
5643:
5642:
5628:
5625:
5624:
5619:
5592:
5589:
5583:
5579:
5558:
5554:
5544:
5536:
5534:
5525:
5520:
5508:
5505:
5504:
5467:
5463:
5456:
5454:
5436:
5432:
5422:
5414:
5412:
5407:
5404:
5403:
5384:
5381:
5380:
5347:
5343:
5341:
5326:
5322:
5312:
5304:
5302:
5297:
5294:
5293:
5268:
5265:
5264:
5238:
5235:
5234:
5230:
5200:
5194:
5190:
5188:
5177:
5158:
5154:
5152:
5139:
5131:
5129:
5127:
5124:
5123:
5098:
5095:
5094:
5072:
5069:
5068:
5058:Irving Langmuir
5037:
5034:
5033:
5017:
5014:
5013:
5007:
5001:
4982:
4978:
4976:
4973:
4972:
4966:
4938:
4935:
4929:
4925:
4911:
4908:
4907:
4836:
4790:
4783:
4779:
4772:
4768:
4758:
4757:
4753:
4732:
4729:
4728:
4682:
4652:
4600:pharmaceuticals
4584:
4568:
4558:
4555:
4543:
4532:
4525:
4520:
4513:
4508:
4502:
4490:
4486:
4483:
4479:
4476:
4472:
4447:
4443:
4431:
4427:
4421:
4417:
4415:
4406:
4402:
4401:
4397:
4385:
4368:
4361:
4357:
4353:
4351:
4349:
4346:
4345:
4307:
4303:
4299:
4276:
4274:
4265:
4261:
4257:
4238:
4234:
4230:
4228:
4216:
4212:
4203:
4199:
4195:
4170:
4166:
4165:
4163:
4145:
4141:
4140:
4136:
4130:
4113:
4100:
4099:
4060:
4059:
4040:
4017:
4015:
4013:
4010:
4009:
3990:
3985:
3962:
3958:
3949:
3945:
3941:
3916:
3912:
3911:
3909:
3900:
3896:
3890:
3879:
3869:
3858:
3845:
3844:
3814:
3813:
3794:
3771:
3769:
3767:
3764:
3763:
3740:
3736:
3732:
3724:
3722:
3713:
3709:
3703:
3692:
3676:
3672:
3670:
3667:
3666:
3632:
3629:
3628:
3624:
3617:
3612:
3580:
3576:
3572:
3549:
3547:
3538:
3534:
3530:
3513:
3511:
3505:
3494:
3445:
3444:
3405:
3404:
3385:
3362:
3360:
3358:
3355:
3354:
3339:
3331:
3329:Generalizations
3309:
3306:
3305:
3278:
3276:
3273:
3272:
3262:eukaryotic cell
3237:
3234:
3233:
3198:
3194:
3187:
3183:
3182:
3174:
3160:
3158:
3155:
3154:
3147:Brownian motion
3143:
3134:
3090:
3085:
3079:
3074:
3071:
3070:
3063:
3024:
3020:
3015:
3011:
3001:
2997:
2991:
2987:
2964:
2961:
2960:
2946:
2942:
2930:
2928:
2926:
2923:
2917:
2914:
2908:
2901:
2898:
2895:
2894:
2892:
2885:
2882:
2868:
2861:
2850:
2834:
2800:
2796:
2791:
2787:
2775:
2771:
2753:
2749:
2744:
2741:
2740:
2734:
2728:
2721:
2717:
2713:
2710:
2704:is the result.
2674:
2670:
2666:
2656:
2652:
2651:
2649:
2633:
2625:
2623:
2621:
2618:
2617:
2607:
2572:
2567:
2566:
2564:
2561:
2560:
2547:
2543:
2533:
2505:
2486:
2478:
2476:
2474:
2471:
2470:
2452:
2407:
2403:
2401:
2398:
2397:
2390:
2386:
2380:
2328:
2320:
2318:
2316:
2313:
2312:
2276:
2272:
2255:
2247:
2245:
2243:
2240:
2239:
2210:
2206:
2202:
2192:
2188:
2187:
2185:
2166:
2161:
2151:
2146:
2122:
2117:
2113:
2109:
2099:
2094:
2092:
2089:
2088:
2081:
2042:
2037:
2033:
2029:
2019:
2014:
2001:
1993:
1991:
1969:
1964:
1951:
1943:
1941:
1939:
1936:
1935:
1925:
1889:
1883:
1879:
1877:
1873:
1869:
1842:
1819:
1816:
1815:
1799:
1796:
1795:
1779:
1776:
1775:
1727:
1719:
1717:
1715:
1712:
1711:
1704:
1693:
1668:
1662:
1661:
1660:
1654:
1648:
1647:
1646:
1641:
1638:
1637:
1633:
1627:
1622:
1618:
1599:
1576:
1570:
1569:
1568:
1562:
1561:
1556:
1553:
1552:
1548:
1522:
1518:
1514:
1504:
1500:
1499:
1497:
1480:
1472:
1470:
1468:
1465:
1464:
1451:
1442:
1425:
1421:
1419:
1416:
1415:
1395:
1391:
1380:
1376:
1368:
1366:
1353:
1349:
1348:
1346:
1343:
1342:
1317:
1314:
1313:
1275:
1271:
1270:
1268:
1265:
1264:
1239:
1236:
1235:
1213:
1209:
1198:
1194:
1186:
1184:
1171:
1167:
1166:
1164:
1161:
1160:
1156:
1152:
1147:
1127:
1123:
1098:
1094:
1093:
1091:
1088:
1087:
1079:
1057:
1052:
1039:
1034:
1028:
1025:
1024:
1007:
1002:
996:
993:
992:
975:
970:
964:
961:
960:
954:
937:
933:
931:
928:
927:
910:
906:
904:
901:
900:
876:
869:
865:
861:
859:
849:
844:
832:
828:
826:
823:
822:
807:
801:
791:
785:
779:
775:
747:
740:
736:
732:
730:
720:
713:
709:
705:
703:
691:
687:
685:
682:
681:
667:
664:
660:
632:
628:
626:
617:
613:
611:
608:
607:
599:is outside the
584:
581:
580:
571:is the mixture
568:
565:th species, and
562:
555:
547:
541:
534:
526:
520:
516:
492:
488:
477:
473:
465:
463:
451:
446:
445:
443:
440:
439:
433:
429:
422:
406:
403:
397:
396:
394:
392:
383:
349:
347:
344:
343:
328:
319:
317:
305:
298:
292:
266:
258:
256:
254:
251:
250:
234:
228:
219:, of which the
212:
185:
177:
175:
161:
158:
157:
143:
107:
75:
28:
17:
12:
11:
5:
9207:
9197:
9196:
9191:
9186:
9181:
9176:
9162:
9161:
9152:
9144:
9143:External links
9141:
9139:
9138:
9129:
9096:
9087:
9070:
9061:
9051:
9049:
9046:
9043:
9042:
9015:(3): 192â197.
8995:
8972:
8945:
8881:
8858:
8786:
8767:(7): 453â461.
8748:
8718:
8666:
8609:
8548:
8541:
8523:
8498:
8483:
8476:
8456:
8439:
8410:(5): 184â262.
8391:
8376:
8343:
8341:
8340:
8278:
8252:
8251:
8249:
8246:
8245:
8244:
8239:
8234:
8229:
8224:
8219:
8214:
8209:
8204:
8197:
8194:
8185:
8182:
8168:
8165:
8157:
8156:
8142:
8136:
8132:
8128:
8123:
8119:
8105:
8093:
8069:
8063:
8060:
8057:
8050:
8046:
8042:
8037:
8033:
8026:
8020:
8016:
8012:
8009:
8006:
7984:
7981:
7978:
7975:
7972:
7969:
7958:
7957:
7943:
7939:
7935:
7925:
7914:
7894:
7870:
7864:
7861:
7854:
7850:
7846:
7840:
7834:
7830:
7826:
7823:
7820:
7806:
7805:
7791:
7787:
7776:
7762:
7758:
7747:
7733:
7729:
7703:
7699:
7695:
7690:
7683:
7679:
7675:
7670:
7664:
7659:
7654:
7650:
7644:
7638:
7634:
7630:
7627:
7586:
7582:
7578:
7573:
7570:
7565:
7560:
7557:
7551:
7548:
7525:
7524:
7512:
7502:
7490:
7480:
7479:at any surface
7471:
7465:
7452:
7449:
7438:
7426:
7401:
7397:
7394:
7391:
7385:
7381:
7378:
7373:
7366:
7362:
7358:
7353:
7350:
7344:
7341:
7335:
7331:
7328:
7325:
7322:
7319:
7299:
7296:
7273:
7270:
7265:
7264:
7260:
7253:
7248:
7242:
7236:
7233:chromatography
7218:
7215:
7211:
7200:
7186:
7182:
7167:
7166:
7153:
7150:
7147:
7144:
7140:
7136:
7129:
7126:
7122:
7116:
7112:
7108:
7105:
7102:
7072:
7071:
7066:
7057:
7040:
7033:
7027:
7013:
7012:
6999:
6993:
6989:
6985:
6980:
6976:
6971:
6967:
6964:
6960:
6940:
6937:
6893:
6892:
6878:
6874:
6851:
6847:
6836:
6822:
6818:
6814:
6809:
6805:
6801:
6796:
6792:
6781:
6768:
6753:
6752:
6738:
6731:
6727:
6723:
6718:
6714:
6705:
6701:
6695:
6691:
6685:
6681:
6676:
6670:
6667:
6662:
6657:
6654:
6650:
6622:
6621:
6607:
6603:
6580:
6576:
6565:
6551:
6547:
6543:
6538:
6534:
6530:
6525:
6521:
6510:
6498:
6484:
6483:
6470:
6466:
6460:
6456:
6450:
6446:
6442:
6438:
6434:
6431:
6426:
6423:
6419:
6363:
6362:
6349:
6345:
6339:
6335:
6331:
6328:
6308:
6288:
6277:
6276:
6265:
6260:
6256:
6252:
6247:
6243:
6239:
6236:
6233:
6230:
6226:
6222:
6219:
6216:
6213:
6198:
6197:
6185:
6175:
6163:
6153:
6139:
6135:
6112:
6108:
6104:
6101:
6096:
6092:
6088:
6082:
6071:
6070:
6057:
6054:
6051:
6046:
6043:
6024:
6023:
6020:
6008:
5998:
5984:
5980:
5969:
5957:
5947:
5935:
5932:
5929:
5918:
5917:
5906:
5901:
5897:
5893:
5888:
5884:
5880:
5875:
5872:
5867:
5864:
5861:
5858:
5811:
5791:
5769:
5765:
5753:
5752:
5741:
5738:
5731:
5728:
5725:
5720:
5717:
5714:
5711:
5702:
5696:
5692:
5685:
5682:
5676:
5673:
5667:
5663:
5660:
5646:
5641:
5638:
5635:
5632:
5617:
5616:
5602:
5598:
5595:
5586:
5582:
5578:
5575:
5572:
5567:
5564:
5561:
5557:
5550:
5547:
5542:
5539:
5533:
5528:
5523:
5519:
5515:
5512:
5498:
5497:
5483:
5480:
5477:
5470:
5466:
5462:
5459:
5453:
5450:
5445:
5442:
5439:
5435:
5428:
5425:
5420:
5417:
5411:
5388:
5377:
5376:
5362:
5359:
5356:
5350:
5346:
5340:
5335:
5332:
5329:
5325:
5318:
5315:
5310:
5307:
5301:
5278:
5275:
5272:
5261:
5260:
5248:
5245:
5242:
5227:
5226:
5215:
5209:
5206:
5203:
5197:
5193:
5187:
5184:
5173:
5170:
5167:
5161:
5157:
5151:
5145:
5142:
5137:
5134:
5108:
5105:
5102:
5082:
5079:
5076:
5054:
5053:
5041:
5021:
5011:
5005:
4999:
4985:
4981:
4970:
4963:
4962:
4948:
4944:
4941:
4932:
4928:
4924:
4921:
4918:
4915:
4872:
4871:
4865:
4859:
4850:
4841:
4834:
4825:
4824:
4812:
4806:
4803:
4800:
4797:
4793:
4789:
4786:
4782:
4778:
4775:
4771:
4767:
4761:
4756:
4751:
4748:
4745:
4742:
4739:
4736:
4681:
4678:
4651:
4648:
4615:plasma physics
4583:
4580:
4547:
4530:
4523:
4516:
4511:
4504:
4495:
4494:
4481:
4474:
4460:
4456:
4450:
4446:
4441:
4434:
4430:
4424:
4420:
4412:
4409:
4405:
4400:
4396:
4393:
4388:
4384:
4380:
4374:
4371:
4364:
4360:
4356:
4334:
4323:
4319:
4310:
4306:
4302:
4297:
4294:
4291:
4288:
4285:
4282:
4279:
4268:
4264:
4260:
4255:
4252:
4249:
4244:
4241:
4237:
4233:
4227:
4219:
4215:
4211:
4206:
4202:
4198:
4193:
4190:
4187:
4184:
4181:
4178:
4173:
4169:
4162:
4159:
4156:
4151:
4148:
4144:
4139:
4133:
4128:
4125:
4122:
4119:
4116:
4112:
4108:
4103:
4098:
4095:
4092:
4089:
4086:
4083:
4080:
4077:
4074:
4071:
4068:
4063:
4058:
4055:
4052:
4046:
4043:
4038:
4035:
4032:
4029:
4026:
4023:
4020:
4002:
3988:
3973:
3965:
3961:
3957:
3952:
3948:
3944:
3939:
3936:
3933:
3930:
3927:
3924:
3919:
3915:
3906:
3903:
3899:
3893:
3888:
3885:
3882:
3878:
3872:
3867:
3864:
3861:
3857:
3853:
3848:
3843:
3840:
3837:
3834:
3831:
3828:
3825:
3822:
3817:
3812:
3809:
3806:
3800:
3797:
3792:
3789:
3786:
3783:
3780:
3777:
3774:
3751:
3743:
3739:
3735:
3730:
3727:
3719:
3716:
3712:
3706:
3701:
3698:
3695:
3691:
3687:
3684:
3679:
3675:
3654:
3651:
3648:
3645:
3642:
3639:
3636:
3622:
3615:
3599:
3583:
3579:
3575:
3570:
3567:
3564:
3561:
3558:
3555:
3552:
3541:
3537:
3533:
3528:
3525:
3522:
3519:
3516:
3508:
3503:
3500:
3497:
3493:
3489:
3486:
3483:
3480:
3477:
3474:
3471:
3468:
3465:
3462:
3459:
3456:
3453:
3448:
3443:
3440:
3437:
3434:
3431:
3428:
3425:
3422:
3419:
3416:
3413:
3408:
3403:
3400:
3397:
3391:
3388:
3383:
3380:
3377:
3374:
3371:
3368:
3365:
3330:
3327:
3313:
3291:
3288:
3285:
3282:
3241:
3221:
3218:
3215:
3212:
3209:
3206:
3201:
3197:
3190:
3186:
3181:
3177:
3173:
3170:
3167:
3142:
3139:
3131:
3130:
3119:
3114:
3111:
3107:
3104:
3101:
3098:
3093:
3088:
3084:
3078:
3060:
3059:
3047:
3042:
3034:
3031:
3028:
3023:
3019:
3014:
3010:
3007:
3004:
3000:
2994:
2990:
2986:
2983:
2980:
2977:
2974:
2971:
2968:
2949:(Bird, 1976).
2937:is called the
2921:
2912:
2880:
2867:and that with
2839:error function
2831:
2830:
2819:
2815:
2807:
2804:
2799:
2795:
2790:
2786:
2783:
2778:
2774:
2770:
2766:
2762:
2759:
2756:
2752:
2748:
2732:
2709:
2706:
2698:advective flux
2694:
2693:
2677:
2673:
2669:
2664:
2659:
2655:
2648:
2645:
2639:
2636:
2631:
2628:
2604:
2603:
2592:
2589:
2586:
2583:
2580:
2570:
2554:diffusive flux
2530:
2529:
2518:
2515:
2512:
2508:
2504:
2501:
2498:
2492:
2489:
2484:
2481:
2460:advective flux
2451:
2448:
2436:
2435:
2424:
2421:
2418:
2415:
2410:
2406:
2377:
2376:
2365:
2362:
2359:
2356:
2352:
2349:
2346:
2343:
2340:
2334:
2331:
2326:
2323:
2299:
2298:
2287:
2284:
2279:
2275:
2270:
2267:
2261:
2258:
2253:
2250:
2230:
2229:
2213:
2209:
2205:
2200:
2195:
2191:
2184:
2181:
2178:
2172:
2169:
2165:
2157:
2154:
2150:
2145:
2142:
2138:
2134:
2128:
2125:
2121:
2116:
2112:
2105:
2102:
2098:
2078:
2077:
2066:
2063:
2058:
2054:
2048:
2045:
2041:
2036:
2032:
2025:
2022:
2018:
2013:
2007:
2004:
1999:
1996:
1990:
1987:
1984:
1981:
1975:
1972:
1968:
1963:
1957:
1954:
1949:
1946:
1924:
1921:
1909:
1905:
1898:
1895:
1892:
1886:
1882:
1876:
1872:
1868:
1865:
1859:
1856:
1853:
1850:
1846:
1841:
1838:
1835:
1832:
1829:
1826:
1823:
1803:
1783:
1760:
1759:
1748:
1745:
1742:
1739:
1733:
1730:
1725:
1722:
1698:
1697:
1691:
1679:
1674:
1671:
1665:
1657:
1651:
1645:
1631:
1625:
1587:
1582:
1579:
1573:
1565:
1560:
1542:
1541:
1525:
1521:
1517:
1512:
1507:
1503:
1495:
1492:
1486:
1483:
1478:
1475:
1450:
1447:
1428:
1424:
1403:
1398:
1394:
1390:
1383:
1379:
1374:
1371:
1365:
1362:
1356:
1352:
1330:
1327:
1324:
1321:
1299:
1296:
1293:
1290:
1287:
1284:
1278:
1274:
1252:
1249:
1246:
1243:
1221:
1216:
1212:
1208:
1201:
1197:
1192:
1189:
1183:
1180:
1174:
1170:
1150:
1135:
1130:
1126:
1122:
1119:
1116:
1113:
1110:
1107:
1101:
1097:
1078:
1075:
1055:
1051:
1047:
1037:
1033:
1005:
1001:
973:
969:
940:
936:
926:has Pa units.
913:
909:
897:
896:
882:
879:
872:
868:
864:
855:
852:
848:
843:
840:
835:
831:
812:
811:
805:
799:
789:
783:
768:
767:
753:
750:
743:
739:
735:
726:
723:
716:
712:
708:
702:
699:
694:
690:
662:
657:
656:
643:
638:
635:
631:
625:
620:
616:
588:
577:
576:
566:
551:
545:
530:
524:
509:
508:
495:
491:
487:
480:
476:
471:
468:
462:
459:
454:
449:
431:
421:
418:
380:
379:
368:
365:
362:
359:
356:
352:
303:
302:
296:
290:
272:
269:
264:
261:
248:
232:
217:diffusion flux
206:
205:
191:
188:
183:
180:
174:
171:
168:
165:
142:
139:
106:
103:
25:Fick principle
21:cardiac output
15:
9:
6:
4:
3:
2:
9206:
9195:
9192:
9190:
9187:
9185:
9182:
9180:
9177:
9175:
9172:
9171:
9169:
9160:
9156:
9153:
9150:
9147:
9146:
9135:
9130:
9126:
9122:
9118:
9114:
9106:
9102:
9097:
9093:
9088:
9084:
9079:
9078:
9071:
9067:
9062:
9058:
9053:
9052:
9038:
9034:
9030:
9026:
9022:
9018:
9014:
9010:
9006:
8999:
8991:
8987:
8983:
8976:
8968:
8964:
8960:
8957:(in German).
8956:
8949:
8941:
8937:
8932:
8927:
8923:
8919:
8915:
8911:
8907:
8903:
8899:
8892:
8890:
8888:
8886:
8877:
8873:
8869:
8862:
8854:
8850:
8845:
8840:
8836:
8832:
8828:
8824:
8821:(1): 015318.
8820:
8816:
8812:
8805:
8803:
8801:
8799:
8797:
8795:
8793:
8791:
8782:
8778:
8774:
8770:
8766:
8762:
8755:
8753:
8744:
8740:
8736:
8732:
8725:
8723:
8714:
8710:
8705:
8700:
8696:
8692:
8689:: 2296â2306.
8688:
8684:
8680:
8673:
8671:
8662:
8658:
8653:
8648:
8644:
8640:
8636:
8632:
8628:
8624:
8620:
8613:
8605:
8601:
8597:
8593:
8589:
8585:
8581:
8577:
8572:
8567:
8563:
8559:
8552:
8544:
8538:
8534:
8527:
8512:
8508:
8502:
8494:
8487:
8479:
8477:9780521881685
8473:
8469:
8468:
8460:
8452:
8451:
8443:
8435:
8431:
8427:
8423:
8418:
8413:
8409:
8405:
8401:
8395:
8387:
8380:
8369:
8365:
8361:
8354:
8347:
8337:
8333:
8330:(63): 30â39.
8329:
8325:
8320:
8319:
8315:
8310:
8306:
8302:
8298:
8295:(in German).
8294:
8290:
8282:
8267:
8263:
8257:
8253:
8243:
8240:
8238:
8235:
8233:
8230:
8228:
8225:
8223:
8220:
8218:
8215:
8213:
8210:
8208:
8205:
8203:
8200:
8199:
8193:
8190:
8181:
8177:
8175:
8164:
8160:
8140:
8134:
8130:
8126:
8121:
8117:
8106:
8091:
8084:
8083:
8082:
8067:
8061:
8058:
8055:
8048:
8044:
8040:
8035:
8031:
8024:
8018:
8014:
8010:
8007:
8004:
7996:
7982:
7979:
7976:
7973:
7970:
7967:
7941:
7937:
7933:
7926:
7912:
7892:
7885:
7884:
7883:
7868:
7862:
7859:
7852:
7848:
7844:
7838:
7832:
7828:
7824:
7821:
7818:
7809:
7789:
7785:
7777:
7760:
7756:
7748:
7731:
7727:
7719:
7718:
7717:
7701:
7697:
7693:
7688:
7681:
7677:
7673:
7668:
7662:
7657:
7652:
7648:
7642:
7636:
7632:
7628:
7625:
7617:
7615:
7611:
7606:
7602:
7584:
7580:
7576:
7563:
7558:
7555:
7549:
7546:
7510:
7503:
7488:
7481:
7476:
7472:
7466:
7439:
7424:
7417:
7416:
7415:
7399:
7395:
7392:
7389:
7383:
7371:
7364:
7360:
7356:
7342:
7339:
7333:
7329:
7323:
7317:
7308:
7304:
7295:
7293:
7289:
7286:
7282:
7279:
7278:semiconductor
7269:
7259:
7252:
7249:
7246:
7243:
7240:
7237:
7234:
7216:
7213:
7209:
7201:
7184:
7180:
7172:
7171:
7170:
7148:
7145:
7138:
7134:
7127:
7124:
7120:
7114:
7110:
7106:
7103:
7100:
7093:
7092:
7091:
7087:
7085:
7080:
7078:
7065:
7056:
7051:
7047:
7046:concentration
7039:
7032:
7028:
7025:
7018:
7017:
7016:
6997:
6991:
6987:
6983:
6978:
6974:
6969:
6965:
6962:
6958:
6946:
6945:
6944:
6936:
6876:
6872:
6849:
6845:
6837:
6820:
6816:
6812:
6807:
6803:
6799:
6794:
6790:
6782:
6766:
6758:
6757:
6756:
6736:
6729:
6725:
6721:
6716:
6712:
6703:
6699:
6693:
6689:
6683:
6679:
6674:
6668:
6665:
6660:
6655:
6652:
6648:
6640:
6639:
6638:
6634:
6630:
6627:
6605:
6601:
6578:
6574:
6566:
6549:
6545:
6541:
6536:
6532:
6528:
6523:
6519:
6511:
6496:
6489:
6488:
6487:
6468:
6464:
6458:
6454:
6448:
6444:
6440:
6436:
6432:
6429:
6424:
6421:
6417:
6409:
6408:
6407:
6404:
6400:
6396:
6387:
6383:
6381:
6376:
6375:self-assembly
6371:
6368:
6347:
6343:
6337:
6333:
6329:
6326:
6306:
6286:
6279:
6278:
6263:
6258:
6254:
6250:
6245:
6241:
6237:
6234:
6231:
6228:
6224:
6220:
6217:
6214:
6211:
6204:
6203:
6202:
6183:
6176:
6161:
6154:
6137:
6133:
6110:
6106:
6102:
6099:
6094:
6090:
6086:
6080:
6073:
6072:
6055:
6052:
6049:
6044:
6041:
6034:
6033:
6032:
6028:
6021:
6006:
5999:
5982:
5978:
5970:
5955:
5948:
5930:
5920:
5919:
5904:
5899:
5895:
5891:
5886:
5882:
5878:
5873:
5870:
5865:
5859:
5849:
5848:
5847:
5843:
5840:
5831:
5827:
5823:
5809:
5789:
5767:
5763:
5739:
5736:
5729:
5726:
5723:
5715:
5709:
5700:
5694:
5690:
5683:
5680:
5674:
5671:
5665:
5661:
5658:
5644:
5639:
5636:
5633:
5623:
5622:
5621:
5600:
5596:
5593:
5584:
5580:
5576:
5573:
5570:
5565:
5562:
5559:
5548:
5526:
5521:
5517:
5513:
5503:
5502:
5501:
5481:
5478:
5475:
5468:
5464:
5460:
5457:
5451:
5448:
5443:
5440:
5437:
5426:
5402:
5401:
5400:
5386:
5360:
5357:
5354:
5348:
5344:
5338:
5333:
5330:
5327:
5316:
5308:
5292:
5291:
5290:
5276:
5273:
5270:
5246:
5243:
5240:
5229:
5228:
5207:
5204:
5201:
5195:
5191:
5185:
5171:
5168:
5165:
5159:
5155:
5149:
5143:
5135:
5122:
5121:
5120:
5106:
5103:
5100:
5080:
5077:
5074:
5065:
5063:
5059:
5039:
5012:
5006:
5000:
4983:
4979:
4971:
4965:
4964:
4946:
4942:
4939:
4930:
4926:
4922:
4919:
4916:
4906:
4905:
4904:
4901:
4897:
4887:
4883:
4881:
4877:
4869:
4866:
4863:
4860:
4858:
4854:
4851:
4849:
4845:
4842:
4840:
4833:
4830:
4829:
4828:
4810:
4801:
4798:
4791:
4787:
4784:
4780:
4776:
4773:
4769:
4765:
4754:
4749:
4746:
4740:
4734:
4727:
4726:
4725:
4723:
4720:based on the
4719:
4715:
4711:
4707:
4703:
4699:
4695:
4691:
4686:
4677:
4675:
4674:renormalizing
4671:
4665:
4662:
4657:
4647:
4645:
4641:
4640:mass transfer
4637:
4633:
4629:
4624:
4620:
4616:
4612:
4608:
4605:
4601:
4597:
4593:
4589:
4579:
4575:
4571:
4565:
4561:
4554:
4550:
4546:
4540:
4538:
4533:
4526:
4519:
4514:
4507:
4500:
4458:
4454:
4448:
4444:
4432:
4428:
4422:
4418:
4410:
4407:
4403:
4398:
4394:
4386:
4382:
4378:
4372:
4362:
4358:
4343:
4339:
4335:
4321:
4317:
4308:
4304:
4292:
4289:
4286:
4280:
4266:
4262:
4250:
4242:
4239:
4235:
4225:
4217:
4213:
4204:
4200:
4188:
4185:
4182:
4176:
4171:
4157:
4149:
4146:
4142:
4137:
4131:
4126:
4123:
4120:
4117:
4114:
4110:
4106:
4093:
4090:
4087:
4081:
4072:
4066:
4056:
4050:
4044:
4033:
4030:
4027:
4021:
4007:
4003:
4000:
3996:
3991:
3971:
3963:
3959:
3950:
3946:
3934:
3931:
3928:
3922:
3917:
3904:
3901:
3897:
3891:
3886:
3883:
3880:
3876:
3870:
3865:
3862:
3859:
3855:
3851:
3838:
3835:
3832:
3826:
3820:
3810:
3804:
3798:
3787:
3784:
3781:
3775:
3749:
3741:
3737:
3728:
3717:
3714:
3710:
3704:
3699:
3696:
3693:
3689:
3685:
3682:
3677:
3673:
3652:
3649:
3643:
3640:
3637:
3634:
3625:
3618:
3611:
3607:
3605:
3600:
3581:
3577:
3565:
3562:
3559:
3553:
3539:
3535:
3523:
3517:
3506:
3501:
3498:
3495:
3491:
3487:
3481:
3478:
3475:
3469:
3460:
3454:
3451:
3438:
3435:
3432:
3426:
3417:
3411:
3401:
3395:
3389:
3378:
3375:
3372:
3366:
3350:
3346:
3342:
3337:
3333:
3332:
3326:
3311:
3289:
3286:
3283:
3280:
3269:
3267:
3263:
3259:
3258:cell membrane
3255:
3239:
3219:
3216:
3213:
3210:
3207:
3199:
3179:
3165:
3152:
3148:
3138:
3117:
3112:
3109:
3102:
3096:
3091:
3086:
3082:
3076:
3069:
3068:
3067:
3045:
3040:
3032:
3029:
3026:
3021:
3017:
3012:
3008:
3005:
3002:
2998:
2992:
2988:
2984:
2978:
2975:
2972:
2966:
2959:
2958:
2957:
2956:can be used:
2955:
2954:Taylor series
2950:
2940:
2933:
2920:
2911:
2888:
2879:
2875:
2871:
2864:
2857:
2853:
2848:
2844:
2843:semi-infinite
2840:
2817:
2813:
2805:
2802:
2797:
2793:
2788:
2784:
2781:
2776:
2772:
2768:
2764:
2760:
2757:
2754:
2750:
2746:
2739:
2738:
2737:
2731:
2724:
2705:
2703:
2699:
2675:
2671:
2662:
2657:
2646:
2643:
2637:
2629:
2616:
2615:
2614:
2610:
2590:
2584:
2581:
2578:
2559:
2558:
2557:
2555:
2550:
2541:
2538:is the total
2536:
2516:
2513:
2510:
2502:
2496:
2490:
2482:
2469:
2468:
2467:
2465:
2461:
2457:
2447:
2445:
2441:
2422:
2419:
2416:
2413:
2408:
2396:
2395:
2394:
2383:
2363:
2357:
2350:
2344:
2338:
2332:
2324:
2311:
2310:
2309:
2306:
2304:
2303:heat equation
2285:
2282:
2277:
2268:
2265:
2259:
2251:
2238:
2237:
2236:
2233:
2211:
2207:
2198:
2193:
2182:
2179:
2176:
2170:
2155:
2143:
2140:
2136:
2132:
2126:
2114:
2110:
2103:
2087:
2086:
2085:
2064:
2061:
2056:
2052:
2046:
2034:
2030:
2023:
2011:
2005:
1997:
1985:
1982:
1979:
1973:
1961:
1955:
1947:
1934:
1933:
1932:
1930:
1920:
1907:
1903:
1896:
1893:
1890:
1884:
1880:
1874:
1870:
1866:
1863:
1857:
1854:
1851:
1848:
1844:
1839:
1833:
1830:
1827:
1821:
1801:
1781:
1773:
1769:
1765:
1764:Heat equation
1746:
1740:
1737:
1731:
1723:
1710:
1709:
1708:
1703:
1692:
1690:, example m/s
1672:
1669:
1655:
1632:
1626:
1614:
1610:
1606:
1602:
1580:
1577:
1547:
1546:
1545:
1523:
1519:
1510:
1505:
1493:
1490:
1484:
1476:
1463:
1462:
1461:
1459:
1455:
1446:
1426:
1422:
1401:
1396:
1392:
1381:
1377:
1372:
1369:
1363:
1360:
1328:
1325:
1322:
1310:
1297:
1294:
1288:
1285:
1282:
1250:
1247:
1244:
1232:
1219:
1214:
1210:
1199:
1195:
1190:
1187:
1181:
1178:
1153:
1133:
1128:
1124:
1120:
1117:
1111:
1108:
1105:
1085:
1074:
1053:
1049:
1045:
1035:
1031:
1003:
999:
971:
967:
957:
938:
934:
911:
907:
880:
870:
866:
853:
850:
846:
841:
838:
833:
829:
821:
820:
819:
817:
806:
800:
797:
790:
784:
773:
772:
771:
751:
741:
737:
724:
721:
714:
710:
706:
700:
697:
692:
688:
680:
679:
678:
676:
671:
641:
636:
633:
629:
623:
618:
614:
606:
605:
604:
602:
586:
574:
567:
560:
554:
550:
546:
539:
533:
529:
525:
514:
513:
512:
493:
489:
478:
474:
469:
466:
460:
457:
452:
438:
437:
436:
427:
426:mass fraction
417:
410:
401:
389:
386:
366:
360:
357:
354:
342:
341:
340:
338:
334:
325:
315:
311:
297:
291:
289:
270:
267:
262:
259:
249:
246:
245:
240:
233:
226:
222:
218:
211:
210:
209:
189:
186:
181:
178:
172:
169:
166:
163:
156:
155:
154:
151:
147:
138:
136:
132:
126:
124:
123:Fourier's Law
120:
116:
112:
111:Thomas Graham
102:
100:
95:
93:
89:
87:
83:
81:
73:
69:
65:
61:
54:
50:
46:
42:
38:
34:
30:
26:
22:
9133:
9116:
9112:
9104:
9100:
9091:
9076:
9065:
9059:. Princeton.
9056:
9012:
9008:
8998:
8990:the original
8985:
8975:
8958:
8954:
8948:
8905:
8901:
8867:
8861:
8818:
8815:AIP Advances
8814:
8764:
8760:
8734:
8730:
8686:
8682:
8626:
8622:
8612:
8561:
8557:
8551:
8532:
8526:
8514:. Retrieved
8510:
8501:
8492:
8486:
8466:
8459:
8449:
8442:
8407:
8403:
8394:
8385:
8379:
8368:the original
8363:
8359:
8346:
8327:
8323:
8299:(1): 59â86.
8296:
8292:
8281:
8269:. Retrieved
8265:
8256:
8222:Gas exchange
8191:
8187:
8178:
8170:
8161:
8158:
7997:
7959:
7810:
7807:
7618:
7613:
7609:
7607:
7603:
7526:
7501:is viscosity
7474:
7309:
7305:
7301:
7290:
7287:
7283:
7275:
7266:
7257:
7250:
7244:
7238:
7168:
7088:
7084:Graham's law
7081:
7077:flux limiter
7073:
7063:
7054:
7037:
7030:
7014:
6942:
6894:
6754:
6635:
6631:
6623:
6485:
6397:proposed by
6392:
6372:
6366:
6364:
6199:
6029:
6025:
5844:
5836:
5824:
5754:
5618:
5499:
5378:
5262:
5066:
5055:
4893:
4879:
4876:biomolecules
4873:
4867:
4861:
4852:
4843:
4831:
4826:
4701:
4697:
4693:
4687:
4683:
4666:
4661:random walks
4653:
4623:voltammetric
4585:
4582:Applications
4573:
4569:
4563:
4559:
4552:
4548:
4544:
4541:
4528:
4521:
4517:
4509:
4505:
4496:
4341:
4005:
3986:
3620:
3613:
3602:
3348:
3344:
3340:
3335:
3270:
3144:
3132:
3061:
2951:
2938:
2931:
2918:
2909:
2907:in front of
2886:
2877:
2873:
2869:
2862:
2855:
2851:
2846:
2842:
2832:
2729:
2722:
2711:
2695:
2608:
2605:
2553:
2548:
2534:
2531:
2453:
2437:
2381:
2378:
2307:
2300:
2234:
2231:
2079:
1926:
1761:
1699:
1612:
1608:
1604:
1600:
1543:
1453:
1452:
1311:
1233:
1148:
1080:
955:
898:
818:difference:
813:
778:denotes the
769:
672:
670:th species.
658:
578:
552:
548:
537:
531:
527:
519:denotes the
510:
423:
408:
399:
390:
384:
381:
326:
304:
287:
242:
238:
216:
207:
145:
144:
134:
130:
127:
108:
96:
91:
90:
85:
84:
59:
58:
52:
48:
44:
29:
8623:Soft Matter
8271:26 February
8174:random walk
7523:is density.
7024:conductance
4596:biopolymers
3604:anisotropic
1772:Heat kernel
959:in a vapor
523:th species,
322:10 m/s
244:diffusivity
135:non-Fickian
115:Darcy's law
9168:Categories
8980:Nosek TM.
6361:neighbors.
4900:absorption
4896:adsorption
4890:diffusion.
4590:in foods,
4539:equation.
3993:should be
991:or liquid
782:th species
774:the index
559:molar mass
515:the index
68:Adolf Fick
9174:Diffusion
9119:: 33â38.
8417:1012.2908
8400:Gorban AN
8248:Citations
8227:Mass flux
8212:Diffusion
8202:Advection
8141:δ
8127:−
8056:δ
8041:−
8011:−
7913:δ
7825:−
7547:δ
7511:ρ
7489:η
7425:δ
7400:η
7393:ρ
7318:δ
7210:η
7146:π
7121:η
7015:in which
6984:−
6963:−
6767:σ
6675:σ
6669:π
6437:π
6330:π
6100:−
5934:⟩
5928:⟨
5874:π
5863:⟩
5857:⟨
5810:τ
5740:τ
5730:τ
5727:−
5716:τ
5691:∫
5684:π
5672:−
5666:π
5631:Γ
5601:π
5546:∂
5541:Γ
5538:∂
5518:∫
5511:Γ
5476:π
5452:−
5424:∂
5419:Γ
5416:∂
5355:π
5314:∂
5306:∂
5186:−
5166:π
5141:∂
5133:∂
5020:Γ
4947:π
4914:Γ
4802:μ
4785:−
4777:−
4750:μ
4670:tautology
4654:When two
4576:= 1, 2, 3
4445:φ
4440:∇
4429:φ
4419:φ
4395:⋅
4392:∇
4383:∑
4370:∂
4359:φ
4355:∂
4301:∂
4281:φ
4278:∂
4259:∂
4232:∂
4210:∂
4197:∂
4177:φ
4168:∂
4111:∑
4082:φ
4079:∇
4057:⋅
4054:∇
4042:∂
4022:φ
4019:∂
3956:∂
3943:∂
3923:φ
3914:∂
3877:∑
3856:∑
3827:φ
3824:∇
3811:⋅
3808:∇
3796:∂
3776:φ
3773:∂
3734:∂
3729:φ
3726:∂
3690:∑
3686:−
3650:φ
3647:∇
3641:−
3574:∂
3554:φ
3551:∂
3532:∂
3515:∂
3492:∑
3470:φ
3467:Δ
3427:φ
3424:∇
3402:⋅
3399:∇
3387:∂
3367:φ
3364:∂
3254:dimension
3205:⟩
3180:−
3169:⟨
3166:≡
3113:τ
3103:τ
3083:∫
3033:π
3006:−
2785:
2668:∂
2663:φ
2654:∂
2635:∂
2630:φ
2627:∂
2591:φ
2588:∇
2582:−
2574:diffusion
2503:⋅
2500:∇
2488:∂
2483:φ
2480:∂
2438:which is
2414:φ
2405:∇
2358:φ
2355:∇
2345:⋅
2342:∇
2330:∂
2325:φ
2322:∂
2283:φ
2274:∇
2257:∂
2252:φ
2249:∂
2204:∂
2199:φ
2190:∂
2177:φ
2168:∂
2164:∂
2153:∂
2149:∂
2133:φ
2124:∂
2120:∂
2101:∂
2097:∂
2053:φ
2044:∂
2040:∂
2021:∂
2017:∂
2012:−
2003:∂
1998:φ
1995:∂
1989:⇒
1971:∂
1967:∂
1953:∂
1948:φ
1945:∂
1875:−
1867:
1852:π
1822:φ
1747:φ
1744:Δ
1729:∂
1724:φ
1721:∂
1702:Laplacian
1670:−
1621:and time
1578:−
1516:∂
1511:φ
1502:∂
1482:∂
1477:φ
1474:∂
1389:∇
1370:ρ
1364:−
1323:ρ
1320:∇
1295:φ
1292:∇
1286:−
1245:ρ
1242:∇
1207:∇
1188:ρ
1182:−
1121:
1115:∇
1109:−
899:Fugacity
878:∂
863:∂
842:−
798:(J/K/mol)
749:∂
738:μ
734:∂
701:−
642:ρ
630:ρ
587:ρ
486:∇
467:ρ
461:−
367:φ
364:∇
358:−
310:viscosity
263:φ
221:dimension
182:φ
170:−
119:Ohm's law
64:diffusion
62:describe
9159:OpenStax
9029:26330037
8940:36520427
8853:35070490
8713:29181286
8661:27396746
8596:11304296
8434:18961678
8196:See also
7050:membrane
6918:2
6898:2
4870:is time.
4700:, where
4656:miscible
4557:, where
3999:elliptic
2858:, 0) = 0
2847:infinite
1766:and its
816:fugacity
601:gradient
337:gradient
9037:3921833
8963:Bibcode
8931:9805503
8910:Bibcode
8844:8758205
8823:Bibcode
8769:Bibcode
8704:5687005
8652:5476231
8631:Bibcode
8604:1302913
8576:Bibcode
8301:Bibcode
8242:Osmosis
6933:
6913:
6755:where,
6486:where,
5839:fractal
4846:is the
4837:is the
4644:Onsager
4628:polymer
4592:neurons
3252:is the
2929:√
2905:
2893:
2876:, 0) =
794:is the
573:density
561:of the
557:is the
540:of the
536:is the
413:
395:
318:(0.6â2)
286:is the
237:is the
223:is the
215:is the
105:History
9035:
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6084:
5755:where
5259:(#/m).
4617:, and
4604:porous
4471:where
3610:tensor
3266:cactus
3232:where
2865:> 0
2833:where
2700:, the
2532:where
1544:where
1414:where
1146:where
770:where
659:where
511:where
382:where
331:, the
208:where
53:Bottom
49:Middle
41:solute
23:, see
9107:: 59.
9085:â171.
9033:S2CID
8600:S2CID
8566:arXiv
8430:S2CID
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6218:>=
4607:soils
3606:media
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9025:PMID
8936:PMID
8849:PMID
8709:PMID
8657:PMID
8592:PMID
8537:ISBN
8518:2022
8472:ISBN
8273:2024
7276:The
6955:flux
6864:and
6593:and
6212:<
5060:and
4894:The
4497:The
4489:and
4004:For
2835:erfc
2782:erfc
2542:and
2540:flux
579:The
150:flux
9157:on
9121:doi
9117:100
9083:167
9017:doi
8926:PMC
8918:doi
8906:126
8872:doi
8839:PMC
8831:doi
8777:doi
8739:doi
8699:PMC
8691:doi
8647:PMC
8639:doi
8584:doi
8422:doi
8332:doi
8309:doi
7535:to
7477:= 0
7061:to
5179:exp
4898:or
4515:= ÎŁ
3601:In
3334:In
3162:MSD
3062:If
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2725:= 0
2611:= 0
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335:or
333:del
241:or
131:not
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7101:P
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6800:=
6795:r
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6684:r
6680:D
6666:8
6661:=
6656:B
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6537:A
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6529:=
6524:r
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6469:B
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6430:=
6425:B
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6418:Z
6348:4
6344:/
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6327:4
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6264:D
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6232:=
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6225:/
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6087:=
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6045:=
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6007:D
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5979:C
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5896:/
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5879:A
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5866:=
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5713:(
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5634:=
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5577:A
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5571:=
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5563:=
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5532:(
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5514:=
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5438:x
5434:)
5427:t
5410:(
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5361:t
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5345:C
5339:=
5334:0
5331:=
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5324:)
5317:x
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5300:(
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5274:=
5271:x
5247:t
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5241:x
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5214:)
5208:t
5205:D
5202:4
5196:2
5192:x
5183:(
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5169:D
5160:b
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5150:=
5144:x
5136:C
5107:0
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5101:x
5081:0
5078:=
5075:t
5052:.
5040:t
5008:t
5002:D
4984:b
4980:C
4967:A
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4917:=
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4853:Îź
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4805:)
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4792:/
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4570:Îą
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