<?xml version="1.0" encoding="UTF-8"?><!DOCTYPE article  PUBLIC "-//NLM//DTD Journal Publishing DTD v3.0 20080202//EN" "http://dtd.nlm.nih.gov/publishing/3.0/journalpublishing3.dtd"><article xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" dtd-version="3.0" xml:lang="en" article-type="research article"><front><journal-meta><journal-id journal-id-type="publisher-id">JMP</journal-id><journal-title-group><journal-title>Journal of Modern Physics</journal-title></journal-title-group><issn pub-type="epub">2153-1196</issn><publisher><publisher-name>Scientific Research Publishing</publisher-name></publisher></journal-meta><article-meta><article-id pub-id-type="doi">10.4236/jmp.2013.45088</article-id><article-id pub-id-type="publisher-id">JMP-31602</article-id><article-categories><subj-group subj-group-type="heading"><subject>Articles</subject></subj-group><subj-group subj-group-type="Discipline-v2"><subject>Physics&amp;Mathematics</subject></subj-group></article-categories><title-group><article-title>
 
 
  Correlation between Diffusion Equation and Schr&#246;dinger Equation
 
</article-title></title-group><contrib-group><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>akahisa</surname><given-names>Okino</given-names></name><xref ref-type="aff" rid="aff1"><sub>1</sub></xref><xref ref-type="corresp" rid="cor1"><sup>*</sup></xref></contrib></contrib-group><aff id="aff1"><label>1</label><addr-line>Department of Applied Mathematics, Faculty of Engineering, Oita University, Oita, Japan</addr-line></aff><author-notes><corresp id="cor1">* E-mail:<email>okino@oita-u.ac.jp</email></corresp></author-notes><pub-date pub-type="epub"><day>17</day><month>05</month><year>2013</year></pub-date><volume>04</volume><issue>05</issue><fpage>612</fpage><lpage>615</lpage><history><date date-type="received"><day>February</day>	<month>28,</month>	<year>2013</year></date><date date-type="rev-recd"><day>March</day>	<month>20,</month>	<year>2013</year>	</date><date date-type="accepted"><day>April</day>	<month>27,</month>	<year>2013</year></date></history><permissions><copyright-statement>&#169; Copyright  2014 by authors and Scientific Research Publishing Inc. </copyright-statement><copyright-year>2014</copyright-year><license><license-p>This work is licensed under the Creative Commons Attribution International License (CC BY). http://creativecommons.org/licenses/by/4.0/</license-p></license></permissions><abstract><p>
 
 
   The well-known Schrd?inger equation is reasonably derived from the well-known diffusion equation. In the present study, the imaginary time is incorporated into the diffusion equation for understanding of the collision problem between two micro particles. It is revealed that the diffusivity corresponds to the angular momentum operator in quantum theory. The universal diffusivity expression, which is valid in an arbitrary material, will be useful for understanding of diffusion problems. 
 
</p></abstract><kwd-group><kwd>Diffusion Coefficient; Diffusion Equation; Schr&#246;dinger Equation</kwd></kwd-group></article-meta></front><body><sec id="s1"><title>1. Introduction</title><p>For micro particles such as atoms or molecules in the homogeneous time and space of<img src="10-7501248\25d91072-32fb-4a0a-801a-a02f28c315bb.jpg" />, the macro behavior of their collective motions is presented by the well-known diffusion equation of</p><disp-formula id="scirp.31602-formula20233"><label>(1)</label><graphic position="anchor" xlink:href="10-7501248\c87769ea-b008-49b9-be04-37172d245f63.jpg"  xlink:type="simple"/></disp-formula><p>where <img src="10-7501248\f4c68616-8d1a-4e93-ac60-b765502d90cc.jpg" /> is the concentration of them and</p><p><img src="10-7501248\4b8c185a-1cdc-4ac8-ba70-c05e082e9b71.jpg" />the diffusivity when it does not depend on <img src="10-7501248\fcf12156-51b3-4d92-9265-4413882f169e.jpg" /> [<xref ref-type="bibr" rid="scirp.31602-ref1">1</xref>].</p><p>The motion of a micro particle is presented by quantum mechanics and its behavior is investigated by using the Schr&#246;dinger equation of</p><disp-formula id="scirp.31602-formula20234"><label>(2)</label><graphic position="anchor" xlink:href="10-7501248\27bc28ac-0b2d-4dac-9499-5149cc627a76.jpg"  xlink:type="simple"/></disp-formula><p>where <img src="10-7501248\26777781-595e-41ba-822c-d1ae4843e24d.jpg" /> is <img src="10-7501248\547b0b82-cea3-4438-8950-8043fda61bf6.jpg" /> using the Plank constant<img src="10-7501248\e8cf2135-33c2-479e-943e-0fcbc6291dfe.jpg" />, <img src="10-7501248\6bb39723-5929-493c-9705-7ac8d025e0bf.jpg" />the state vector and <img src="10-7501248\5cf07716-eea7-4f3f-b1f6-2e5a51b3f953.jpg" /> the Hamiltonian meaning the total energy in the given physical system [<xref ref-type="bibr" rid="scirp.31602-ref2">2</xref>]. In case of a free particle, it is given by</p><disp-formula id="scirp.31602-formula20235"><label>(3)</label><graphic position="anchor" xlink:href="10-7501248\d11bc2e2-6b4d-4c9d-874d-93b3ba702c09.jpg"  xlink:type="simple"/></disp-formula><p>where <img src="10-7501248\dde7606b-f600-4862-a9d5-d0f274647f52.jpg" /> is the particle mass and <img src="10-7501248\0c758264-a7d6-4e5d-ba0e-0242991411f0.jpg" /> the momentum.</p><p>In the present study, the correlation between (1) and (2) was investigated. It was found that the Schr&#246;dinger equation (2) is reasonably derived from the diffusion equation (1) by means of using the imaginary time for (1). As a result, we revealed that the diffusivity <img src="10-7501248\7ffe3ef4-8a6f-4c2c-9ed0-fff3052d626e.jpg" /> in (1) corresponds to the angular momentum operator <img src="10-7501248\6b1191dd-a5d4-48a9-a5ec-e0742ea3cf61.jpg" /> in quantum mechanics. The obtained new diffusivity will be useful for understanding of an elementary process of diffusion [<xref ref-type="bibr" rid="scirp.31602-ref3">3</xref>].</p></sec><sec id="s2"><title>2. Necessity of Imaginary Time</title><p>The micro particle in a solid crystal jumps instantly to the nearest lattice site through an energy barrier when it obtains an activation energy caused by the thermal fluctuation. The micro particle in a fluid collides with another one via the movement of the averaged free path and the particle jumps to a neighbor site.</p><p>For a Brownian particle of mass m, the well-known Langevin equation is</p><disp-formula id="scirp.31602-formula20236"><label>(4)</label><graphic position="anchor" xlink:href="10-7501248\3ac09f7d-4ab2-46a2-b85a-cfd74ba61511.jpg"  xlink:type="simple"/></disp-formula><p>where the velocity <img src="10-7501248\0e1a8edf-4099-43f3-9351-abdfcdbdb0d0.jpg" /> and the viscosity resistance f are</p><p><img src="10-7501248\9246849a-63e5-4d28-96fb-d112c0059fe7.jpg" />and<img src="10-7501248\d52683e1-e4bf-47b9-995c-bbd342eba6db.jpg" />, respectively [<xref ref-type="bibr" rid="scirp.31602-ref4">4</xref>]. In (4), the time-averaged value of external force <img src="10-7501248\ee6af24c-f8dd-470a-b417-e5f2e6b08641.jpg" /> satisfies</p><p><img src="10-7501248\6306fdca-79d6-4079-aad8-415ffd933fb5.jpg" />in a collision problem. Hereafter, we do not discuss <img src="10-7501248\d75fd7bc-5af2-4427-a5c6-7fe707f41006.jpg" /> but the acceleration in a collision problem between two micro particles. In the three dimensional space<img src="10-7501248\c725f33d-a930-406a-8685-8d4136a79027.jpg" />, the acceleration is expressed as:</p><disp-formula id="scirp.31602-formula20237"><label>(5)</label><graphic position="anchor" xlink:href="10-7501248\16e6df6c-2cc2-4e85-b724-7d7226286938.jpg"  xlink:type="simple"/></disp-formula><p>Since the physical essence is still kept even if we consider the simplest collision problem of one dimensional case, we thus investigate a perfect elastic collision problem between a micro particle A and a particle B of the same kind. When the particle A moves at a velocity <img src="10-7501248\bb79ab75-a3a5-4935-bb60-4b13f24909d7.jpg" /> and collides at time <img src="10-7501248\b89bfb60-2752-4938-b1cb-73a1187a2852.jpg" /> with the particle B in the standstill state, if we can clarify the distinction between A and B after the collision, the particle A decelerates from the velocity <img src="10-7501248\63fa2b2c-a4fb-40cb-989c-a16271c596ed.jpg" /> to the velocity zero and the particle B accelerates from the velocity zero to the velocity <img src="10-7501248\37aa264f-d1e1-400d-88c3-8375deff2e4b.jpg" /> between<img src="10-7501248\f9a24ecb-48e4-4ca5-b2c1-c94ff83e9b8c.jpg" />. On the other hand, if we cannot clarify the distinction between A and B after the collision, it seems that the particle A decelerates from the velocity <img src="10-7501248\d6ad42f1-f2a5-4e71-af6e-5e30d6e91805.jpg" /> to the velocity zero between <img src="10-7501248\236c05fb-c15a-4671-9b4d-85dc1abf1225.jpg" /> and subsequently accelerates again from the velocity zero to the velocity <img src="10-7501248\8aecafb9-c9f7-4142-b17c-26d066cc3ecb.jpg" /> between<img src="10-7501248\e01e9de1-616c-4059-87ea-c8e39bda1c88.jpg" />. In other words, the particle motion seems as if there is no collision process.</p><p>If we notice the acceleration of <img src="10-7501248\aef55031-691f-4603-add1-1719521d64cc.jpg" /> in the above latter case, the relation of <img src="10-7501248\99501604-6098-495f-b41f-e0e7de8cdf68.jpg" /> between <img src="10-7501248\bd642f97-2d07-4e87-b0f1-ed9ae61511b7.jpg" /> is valid in the three dimensional collision process, using a probabilistic parameter <img src="10-7501248\2bec89d5-a0f7-44c1-b16e-5c4d1ca75cbd.jpg" /> of<img src="10-7501248\a0c5fba1-9a1a-47fe-b864-851afb661d48.jpg" />. Therefore, this indicates that the impossibility of discrimination between the particles A and B yields <img src="10-7501248\fd98d2b6-d91c-4ed8-92aa-9a2679b29ab2.jpg" /> or <img src="10-7501248\77198057-7261-4126-a78c-3399a8edcad9.jpg" /> between<img src="10-7501248\04619b40-a1f3-41a2-af94-c6c1df71ff20.jpg" />, as can be seen from the expression of (5).</p><p>In the present study, we thus accept the imaginary time <img src="10-7501248\33c0d988-ada3-4fde-9126-8fb5fa44016f.jpg" /> as an essential characteristic of a micro particle caused by the impossibility of discrimination between micro particles. In a collision problem, the acceleration is meaningless, although <img src="10-7501248\c0f8b2f4-50be-42c1-8669-887fabbccfd7.jpg" /> is finite at the limit of <img src="10-7501248\748719c0-978d-450e-9dfb-ed81879cc495.jpg" /> and<img src="10-7501248\53b2cd90-0117-4647-8e58-dc0ff408ea1e.jpg" />.</p></sec><sec id="s3"><title>3. Diffusion Equation of Imaginary Time</title><p>Rewriting the concentration <img src="10-7501248\57649747-5771-42ad-9604-062b991d14b5.jpg" /> of diffusion particles into a quantity of state expressed by a complex function<img src="10-7501248\7db32bea-5b1e-4167-9a5d-ca469131a149.jpg" />, (1) is presented as:</p><disp-formula id="scirp.31602-formula20238"><label>(6)</label><graphic position="anchor" xlink:href="10-7501248\59c42bd2-869e-4b59-a6da-91e460665179.jpg"  xlink:type="simple"/></disp-formula><p>Assuming<img src="10-7501248\03136780-be5e-45a9-af48-7d93638937e6.jpg" />, (6) can be solved by the separation method of variables. Using complex numbers <img src="10-7501248\c1b7ba44-aa64-4d55-bbdc-586b579b9253.jpg" /> and <img src="10-7501248\f7f1d3e7-f606-4030-a453-c2b80089a464.jpg" /> determined from the initial and boundary conditions, the general solution of (6) is obtained as;</p><disp-formula id="scirp.31602-formula20239"><label>(7)</label><graphic position="anchor" xlink:href="10-7501248\fe7c7783-797f-46c9-a7e9-c7f61c314ee6.jpg"  xlink:type="simple"/></disp-formula><p>where<img src="10-7501248\a88776cc-5f4d-4e73-aa56-55c46dad7ebb.jpg" />. Substituting <img src="10-7501248\679c8161-6384-425a-9c18-5f5c8d3bda44.jpg" /> into (7), it becomes</p><p><img src="10-7501248\54e834de-26c3-454b-be40-e0aa8031a737.jpg" /></p><p>and using the real function <img src="10-7501248\1e510bbd-cfe0-40c9-a081-1a45e7d7a245.jpg" /> and<img src="10-7501248\9c732fa7-8550-43e7-b0bb-910148d2652b.jpg" />, we rewrite the complex function <img src="10-7501248\d8b96aa3-e051-44ee-bc88-d8b73656e38e.jpg" /> into the complex-value function yielding</p><disp-formula id="scirp.31602-formula20240"><label>. (8)</label><graphic position="anchor" xlink:href="10-7501248\f2bc4487-3f91-4006-8b76-429dd2bea45f.jpg"  xlink:type="simple"/></disp-formula><p>Further, substituting (8) and <img src="10-7501248\51d406c2-9d0a-4ecd-b6e5-e571062163f2.jpg" /> into (6) and multiplying the both-side of (6) by<img src="10-7501248\a13c740a-a6c7-46b7-8110-e112ccf5cf9e.jpg" />, (1) is rewritten as:</p><disp-formula id="scirp.31602-formula20241"><label>(9)</label><graphic position="anchor" xlink:href="10-7501248\381307a4-059f-43f0-a7b9-2ecdbe8554ae.jpg"  xlink:type="simple"/></disp-formula></sec><sec id="s4"><title>4. Diffusion Coefficient of Micro Particle</title><p>The function <img src="10-7501248\7d0fb3b2-155b-4ef5-9074-a40369180524.jpg" /> is defined as a probability density which a diffusion particle in the initial state of <img src="10-7501248\f84d846f-6770-4cb2-b7b6-5b11c061f438.jpg" /> exists in the state of <img src="10-7501248\b2ed6782-022c-4254-bb39-df28f81b4d99.jpg" /> after j times jumps. A diffusion particle moves at random and it is, therefore, considered that the jump frequency <img src="10-7501248\94d6d4b6-f2b9-4b88-9fbd-fe02717db04e.jpg" /> and jump displacement <img src="10-7501248\ca644f43-27ca-430d-b529-89b1584c9986.jpg" /> are equivalent in probability to their mean values of all diffusion particles in the collective system. Since it is also considered that the probability of diffusion-jump from the state of <img src="10-7501248\11286c35-2611-477d-940d-fc45bca20b56.jpg" /> to <img src="10-7501248\e5c20913-005d-4cea-ab99-27398778011a.jpg" /> is equivalent to one from the same state to<img src="10-7501248\5f9564b3-0dd7-40c5-aadd-db40fb501a24.jpg" />, the relation of</p><disp-formula id="scirp.31602-formula20242"><label>(10)</label><graphic position="anchor" xlink:href="10-7501248\b47ae89c-416e-4cd9-bb44-f1b2d31767f9.jpg"  xlink:type="simple"/></disp-formula><p>is thus valid.</p><p>The Taylor expansion of the left-hand side of (10) yields</p><disp-formula id="scirp.31602-formula20243"><label>(11)</label><graphic position="anchor" xlink:href="10-7501248\675171d9-d9f0-43d7-997d-d4a2920982a5.jpg"  xlink:type="simple"/></disp-formula><p>The Taylor expansion of the right-hand side of (10) also yields</p><disp-formula id="scirp.31602-formula20244"><label>(12)</label><graphic position="anchor" xlink:href="10-7501248\2e7b8dd8-dd51-418b-9002-ad40cf5b6122.jpg"  xlink:type="simple"/></disp-formula><p>The substitution of (11) and (12) into (10) gives</p><disp-formula id="scirp.31602-formula20245"><label>(13)</label><graphic position="anchor" xlink:href="10-7501248\068e0291-4840-46d4-a842-06572635a80f.jpg"  xlink:type="simple"/></disp-formula><p>Since the probability density function f of a diffusion particle corresponds to the normalized concentration C, the comparison of (1) with (13) gives the diffusion coefficient yielding</p><disp-formula id="scirp.31602-formula20246"><label>(14)</label><graphic position="anchor" xlink:href="10-7501248\f0239c11-b62f-4bd4-ada9-f66438aaaf16.jpg"  xlink:type="simple"/></disp-formula><p>as a relation satisfying the well-known parabolic law [<xref ref-type="bibr" rid="scirp.31602-ref5">5</xref>].</p></sec><sec id="s5"><title>5. Diffusion Coefficient and Angular Momentum</title><p>When a micro particle randomly jumps from a position to another one, the jump orientation becomes the spherical symmetry in probability. Using the equation of</p><p><img src="10-7501248\514e756c-103a-4ceb-b4e2-a553b54dd59b.jpg" /></p><p>relevant to the angular momentum <img src="10-7501248\39af738c-268c-4927-846c-0eeccb9b7bcf.jpg" /> defined by a position vector <img src="10-7501248\01efd800-d6ce-467c-934f-1fc9526bb4a6.jpg" /> and a momentum<img src="10-7501248\cdc0fdc2-fc5c-44ea-8602-04cbeca2a8c6.jpg" />, the right-hand side of (14) is rewritten as:</p><p><img src="10-7501248\9222bb73-98c6-4264-85d7-2a30d35c6153.jpg" /></p><p>where <img src="10-7501248\52b2f5d8-5913-4358-98ca-4d6ae8ae7427.jpg" /> is valid in the spherical symmetry space. Considering the eigenvalue, the relation of (14) is thus rewritten as an operator relation of</p><disp-formula id="scirp.31602-formula20247"><label>(15)</label><graphic position="anchor" xlink:href="10-7501248\b5743766-6363-490f-a558-ae9842157060.jpg"  xlink:type="simple"/></disp-formula><p>Substituting (15) into (9) gives</p><disp-formula id="scirp.31602-formula20248"><label>(16)</label><graphic position="anchor" xlink:href="10-7501248\90928111-c29e-4328-a7a7-3604f35fe11d.jpg"  xlink:type="simple"/></disp-formula><p>Here, if we define the relation given by</p><disp-formula id="scirp.31602-formula20249"><label>(17)</label><graphic position="anchor" xlink:href="10-7501248\46278f9d-9c54-4d19-b9a1-42ce2ac91091.jpg"  xlink:type="simple"/></disp-formula><p>(16) becomes the equation of</p><disp-formula id="scirp.31602-formula20250"><label>(18)</label><graphic position="anchor" xlink:href="10-7501248\60cc259c-4f3e-4b1c-9e21-f8054b991bf5.jpg"  xlink:type="simple"/></disp-formula><p>Further, the substitution of (3) into (18) yields the well-known Schr&#246;dinger equation (2).The defined equation (17) is one of the basic operators in quantum mechanics.</p><p>Hereinbefore, the Schr&#246;dinger equation was reasonably derived from the diffusion equation. It was also found that the diffusivity corresponds to the angular momentum operator in quantum mechanics. The relation of (15) is concretely investigated in the following section.</p></sec><sec id="s6"><title>6. Discussion and Conclusion</title><p>In mathematics, it was clarified that we can transform the diffusion equation for the collective motion of micro particles into the Schr&#246;dinger equation for a micro particle. In physics, energy E, momentum <img src="10-7501248\8fd51ebf-fdb4-480c-bb1e-752449b7f1eb.jpg" /> and angular momentum <img src="10-7501248\455dcbff-be0d-4dd3-a896-56c8230b67b3.jpg" /> are expressed as operators yielding</p><p><img src="10-7501248\91a4234d-c763-4199-aba2-a35f63888ed9.jpg" /></p><p>We cannot observe imaginary physical quantities. Therefore, the eigenvalues of their operators are meaningful in quantum mechanics.</p><p>As previously mentioned in a collision problem, the impossibility of identification between micro particles corresponds to introducing the imaginary time <img src="10-7501248\51d24c57-3b1a-4a90-ae72-c19d79b50386.jpg" /> into those motions and also it corresponds to yielding the meaningless acceleration. It is considered that the physical concept obtained here is generally valid for the micro particle motions. Thus, the concept of acceleration disappears in quantum mechanics.</p><p>Except constant physical quantities, physical variables containing an imaginary number i should be accepted as physical operators in quantum mechanics. Here, note that the kinetic energy <img src="10-7501248\02e7da58-dcd2-48c2-92d5-c2265e1d19bf.jpg" /> in Hamiltonian is acceptable as an operator<img src="10-7501248\ccd51a92-6841-433e-ba90-6b0943512a19.jpg" />. On the other hand, the photon energy <img src="10-7501248\cca5e3ff-dd23-4264-ac25-ae77f6085914.jpg" /> expressed by using a frequency <img src="10-7501248\e98316cd-6436-4190-9f00-95442f617f42.jpg" /> is acceptable as an operator<img src="10-7501248\fe510164-701e-4cf2-a460-647f3361072e.jpg" />although <img src="10-7501248\1b6f969f-34b3-46f8-af88-a2004c833310.jpg" /> as well as <img src="10-7501248\bac322c1-cb0a-47f0-8c21-ae1834659943.jpg" /> is also an energy representation.</p><p>The existence probability of a micro particle in a collective system of heat quantity Q and absolute temperature T is given by the well-known Boltzmann factor of</p><disp-formula id="scirp.31602-formula20251"><label>(19)</label><graphic position="anchor" xlink:href="10-7501248\95ef06bb-4a4c-4286-aa8e-a7b93caa79ef.jpg"  xlink:type="simple"/></disp-formula><p>where <img src="10-7501248\dfe694a4-e8cd-44e0-ad5d-e29ac144f1c1.jpg" /> is the Boltzmann constant [<xref ref-type="bibr" rid="scirp.31602-ref6">6</xref>]. There is an energy barrier for a diffusion particle in order to jump from a site to another site. Therefore, it is necessary for a diffusion particle to obtain the activation energy Q from the thermal fluctuation. In a collective system composed of micro particles, the diffusion coefficient D is thus directly proportional to the probability factor of (19).</p><p>The jump of a diffusion particle in a solid crystal depends on a factor <img src="10-7501248\9285db73-da88-4e80-b74d-ab2d131bf2eb.jpg" /> derived from the atomic configuration and on the entropy S derived from an elastic strain. In a solid crystal, therefore, (15) is rewritten as</p><disp-formula id="scirp.31602-formula20252"><label>(20)</label><graphic position="anchor" xlink:href="10-7501248\85df5737-ce23-4b7d-9594-9123681e6bdc.jpg"  xlink:type="simple"/></disp-formula><p>where <img src="10-7501248\7a2a78ec-ab1e-4051-ac76-079077779c00.jpg" /> and <img src="10-7501248\2d5a8da3-a30d-4fc3-a886-0367e5bc5bea.jpg" /> are the Avogadro constant and the molecular or the atomic weight. Here, (20) was obtained as a new representation of diffusion coefficient.</p><p>If we consider <img src="10-7501248\a7c197f7-8134-4456-9f6a-b893cdd035e6.jpg" /> in the given diffusion system of an arbitrary material, the universal diffusivity expression of</p><disp-formula id="scirp.31602-formula20253"><label>(21)</label><graphic position="anchor" xlink:href="10-7501248\7c872e9b-9d56-4902-9912-0de219cd1a61.jpg"  xlink:type="simple"/></disp-formula><p>is thus obtained, where<img src="10-7501248\a5472b3a-4de9-4de7-97ac-5c752cb6219e.jpg" />.</p><p>The correlation between the diffusion equation and Schr&#246;dinger equation was clarified. We revealed that the diffusion coefficient D in classical mechanics corresponds to the angular moment <img src="10-7501248\d005401a-f454-4161-b5f0-42e4112183ed.jpg" /> in quantum mechanics. The physical constant of</p><p><img src="10-7501248\3ca9a0d3-476f-4290-8451-344886477041.jpg" />in (20) is an essential quantity in the diffusion problems.</p></sec><sec id="s7"><title>REFERENCES</title></sec></body><back><ref-list><title>References</title><ref id="scirp.31602-ref1"><label>1</label><mixed-citation publication-type="other" xlink:type="simple">A. Fick, Philosophical Magazine Journal of Science, Vol. 10, 1855, pp. 31-39.</mixed-citation></ref><ref id="scirp.31602-ref2"><label>2</label><mixed-citation publication-type="other" xlink:type="simple">E. Schrodinger, Annalen der Physik, Vol. 79, 1926, pp. 361-376. doi:10.1002/andp.19263840404</mixed-citation></ref><ref id="scirp.31602-ref3"><label>3</label><mixed-citation publication-type="other" xlink:type="simple">T. 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