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Non-Equilibrium Thermodynamics and Topology of Currents

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Abstract

In many experimental situations, a physical system undergoes stochastic evolution which may be described via random maps between two compact spaces. In the current work, we study the applicability of large deviations theory to time-averaged quantities which describe such stochastic maps, in particular time-averaged currents and density functionals. We derive the large deviations principle for these quantities, as well as for global topological currents, and formulate variational, thermodynamic relations to establish large deviation properties of the topological currents. We illustrate the theory with a nontrivial example of a Heisenberg spin-chain with a topological driving of the Wess-Zumino type. The Cramér functional of the topological current is found explicitly in the instanton gas regime for the spin-chain model in the weak-noise limit. In the context of the Morse theory, we discuss a general reduction of continuous stochastic models with weak noise to effective Markov chains describing transitions between stable fixed points.

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References

  1. Abdalla, E., Abdalla, M.C.B., Rothe, K.D.: Non-perturbative Methods in Two-Dimensional Quantum Field Theory. World Scientific, Singapore (1991)

    Google Scholar 

  2. Arous, G.B., Brunaud, M.: Laplace method: variational study of the fluctuations of mean-field type diffusions. Stoch. Stoch. Rep. 31, 79–144 (1990)

    MATH  Google Scholar 

  3. Astumian, R.: Adiabatic operation of a molecular machine. Proc. Natl. Acad. Sci. USA 104, 19,715–19,718 (2007)

    Google Scholar 

  4. Astumian, R.: Design principles for Brownian molecular machines: how to swim in molasses and walk in a hurricane. Phys. Chem. Chem. Phys. 9, 5067–5083 (2007)

    Article  Google Scholar 

  5. Berry, M.V.: Quantum phase factors accompanying adiabatic changes. Proc. R. Soc. Lond. A 392, 45–57 (1984)

    Article  MATH  ADS  Google Scholar 

  6. Bertini, L., Sole, A.D., Gabrielli, D., Jona-Lasinio, G., Landim, C.: Current fluctuations in stochastic lattice gases. Phys. Rev. Lett. 94, 030601 (2005)

    Article  ADS  Google Scholar 

  7. Bertini, L., Sole, A.D., Gabrielli, D., Jona-Lasinio, G., Landim, C.: Non-equilibrium current fluctuations in stochastic lattice gases. J. Stat. Phys. 123, 237–276 (2006)

    Article  MATH  MathSciNet  ADS  Google Scholar 

  8. Bodineau, T., Derrida, B.: Current fluctuations in nonequilibrium diffusive systems: an additivity principle. Phys. Rev. Lett. 92, 180601 (2004)

    Article  ADS  Google Scholar 

  9. Bodineau, T., Derrida, B.: Distribution of current in nonequilibrium diffusive systems and phase transitions. Phys. Rev. E 72, 066110 (2005)

    Article  MathSciNet  ADS  Google Scholar 

  10. Bott, R.: Lectures on Morse theory. Old and new. Bull. Am. Math. Soc. (N.S.) 7, 331–358 (1982)

    Article  MATH  MathSciNet  ADS  Google Scholar 

  11. Caroli, B., Caroli, C., Roulet, B., Gouyet, J.F.: A WKB treatment of diffusion in a multidimensional bistable potential. J. Stat. Phys. 22, 515–536 (1980)

    Article  MathSciNet  ADS  Google Scholar 

  12. Chan, H.B., Dykman, M.I., Stambaugh, C.: Paths of fluctuation induced switching. Phys. Rev. Lett. 100, 130602 (2008)

    Article  ADS  Google Scholar 

  13. Chernyak, V., Chertkov, M., Jarzynski, C.: Dynamical generalization of nonequilibrium work relation. Phys. Rev. E 71, 025102 (2005)

    Article  ADS  Google Scholar 

  14. Chernyak, V., Chertkov, M., Jarzynski, C.: Path-integral analysis of fluctuation theorems for general Langevin processes. J. Stat. Mech. P08001 (2006)

  15. Chernyak, V., Sinitsyn, N.: Pumping restriction theorem for stochastic networks. Phys. Rev. Lett. 101, 160601 (2008)

    Article  ADS  Google Scholar 

  16. Chernyak, V.Y., Chertkov, M., Malinin, S.V., Teodorescu, R.: Non-equilibrium thermodynamics for functionals of current and density. Preprint (2007)

  17. Conley, C.: Isolated Invariant Sets and the Morse Index. CBMS Regional Conference Series in Mathematics, vol. 38. American Mathematical Society, Providence (1978)

    MATH  Google Scholar 

  18. Conway, J.B.: Functions of One Complex Variable. Springer, New York (1978)

    Google Scholar 

  19. Crooks, G.: Path-ensemble averages in systems driven far from equilibrium. Phys. Rev. E 61, 2361–2366 (2000)

    Article  ADS  Google Scholar 

  20. Dawson, D.A., Gärtner, J.: Large deviations from the McKean-Vlasov limit for weakly interacting diffusions. Stochastics 20, 247–308 (1987)

    MATH  MathSciNet  Google Scholar 

  21. Derrida, B.: Non-equilibrium steady states: fluctuations and large deviations of the density and of the current. J. Stat. Mech., Theory Exp. P07023 (2007)

  22. Derrida, B., Evans, M.R., Hakim, V., Pasquier, V.: Exact solution of a 1d asymmetric exclusion model using a matrix formulation. J. Phys. A, Math. Gen. 26, 1493–1517 (1993)

    Article  MATH  MathSciNet  ADS  Google Scholar 

  23. Donsker, M.D., Varadhan, S.R.S.: Asymptotic evaluation of certain Markov process expectations for large time, I. Commun. Pure Appl. Math. 28, 1–47 (1975)

    MATH  MathSciNet  Google Scholar 

  24. Dykman, M.I., Luchinsky, D.G., McClintock, P.V.E., Smelyanskiy, V.N.: Corrals and critical behavior of the distribution of fluctuational paths. J. Chem. Phys. 77, 5229–5232 (1996)

    Google Scholar 

  25. Dykman, M.I., Mori, E., Ross, J., Hunt, P.M.: Large fluctuations and optimal paths in chemical kinetics. J. Chem. Phys. 100, 5735–5750 (1994)

    Article  ADS  Google Scholar 

  26. Ellis, R.: Large deviations for the empirical measure of a Markov chain with an application to the multivariate empirical measure. Ann. Probab. 16, 1496–1508 (1988)

    Article  MATH  MathSciNet  Google Scholar 

  27. Evans, D.J., Cohen, E.G.D., Morris, G.P.: Probability of second law violations in shearing steady states. Phys. Rev. Lett. 71, 2401–2404 (1993)

    Article  MATH  ADS  Google Scholar 

  28. Fateev, V.A., Frolov, I.V., Schwarz, A.S.: Quantum fluctuations of instantons in the nonlinear σ model. Nucl. Phys. B 154, 1–20 (1979)

    Article  ADS  Google Scholar 

  29. Gallavotti, G., Cohen, E.D.G.: Dynamical ensembles in stationary states. J. Stat. Phys. 80, 931–970 (1995)

    Article  MATH  MathSciNet  ADS  Google Scholar 

  30. Gärtner, J.: On large deviations from the invariant measure. Theory Probab. Appl. 22, 24–39 (1977)

    Article  MATH  Google Scholar 

  31. Giardina, C., Kurchan, J., Peliti, L.: Direct evaluation of large-deviation functions. Phys. Rev. Lett. 96, 120603 (2006)

    Article  ADS  Google Scholar 

  32. Griffiths, P., Harris, J.: Principles of Algebraic Geometry. Wiley-Interscience, New York (1994)

    MATH  Google Scholar 

  33. Harris, R.J., Schütz, G.M.: Fluctuation theorems for stochastic dynamics. J. Stat. Mech., Theory Exp. P07020 (2007)

  34. Hirsch, M.W.: Differential Topology. Graduate Texts in Mathematics, vol. 33. Springer, Berlin (1997)

    Google Scholar 

  35. Jarzynski, C.: Nonequilibrium equality for free energy differences. Phys. Rev. Lett. 78, 2690–2693 (1997)

    Article  ADS  Google Scholar 

  36. Jülicher, F., Ajdari, A., Prost, J.: Modeling molecular motors. Rev. Mod. Phys. 69, 1269–1281 (2002)

    Article  Google Scholar 

  37. van Kampen, N.: Stochastic Processes in Physics and Chemistry. North-Holland, Amsterdam (1992)

    Google Scholar 

  38. Kurchan, J.: Fluctuation theorem for stochastic dynamics. J. Phys. A, Math. Gen. 31, 3719–3729 (1998)

    Article  MATH  MathSciNet  ADS  Google Scholar 

  39. Landauer, R., Swanson, J.A.: Frequency factors in the thermally activated process. Phys. Rev. 121, 1668–1674 (1961)

    Article  ADS  Google Scholar 

  40. Lebowitz, J.L., Spohn, H.: A Gallavotti-Cohen-type symmetry in the large deviation functional for stochastic dynamics. J. Stat. Phys. 95, 333–365 (1999)

    Article  MATH  MathSciNet  Google Scholar 

  41. Maes, C., Netocny, K.: Canonical structure of dynamical fluctuations in mesoscopic nonequilibrium steady states. Europhys. Lett. 82, 30003 (2008)

    Article  MathSciNet  ADS  Google Scholar 

  42. Maes, C., Netocny, K., Wynants, B.: Steady state statistics of driven diffusions. J. Stat. Phys. 387, 2675–2689 (2008)

    Google Scholar 

  43. Maier, R.S., Stein, D.L.: Escape problem for irreversible systems. Phys. Rev. E 48, 931–938 (1993)

    Article  ADS  Google Scholar 

  44. Manin, Y.I.: Gauge Field Theory and Complex Geometry. Springer, Berlin (1997)

    MATH  Google Scholar 

  45. Chertkov, M., Kolokolov, I., Lebedev, V., Turitsyn, K.: Polymer statistics in a random flow with mean shear. J. Fluid. Mech. 531, 251–260 (2005)

    Article  MATH  MathSciNet  ADS  Google Scholar 

  46. Noji, H., Yasuda, R., Yoshida, M., Kinosita, K.: Direct observation of the rotation of F-1-ATPase. Nature 386, 299–302 (1997)

    Article  ADS  Google Scholar 

  47. Novikov, S.P.: The Hamiltonian formalism and a many-valued analogue of Morse theory. Russ. Math. Surv. 37(5), 1–56 (1982)

    Article  MATH  Google Scholar 

  48. Onsager, L., Machlup, S.: Fluctuations and irreversible processes. Phys. Rev. 91, 1505–1512 (1953)

    Article  MATH  MathSciNet  ADS  Google Scholar 

  49. Polyakov, A., Wiegmann, P.B.: Theory of non-Abelian Goldstone bosons in two dimensions. Phys. Lett. B 131, 121–126 (1983)

    Article  MathSciNet  ADS  Google Scholar 

  50. Polyakov, A., Wiegmann, P.B.: Goldstone fields in two dimensions with multivalued actions. Phys. Lett. B 141, 223–228 (1984)

    Article  MathSciNet  ADS  Google Scholar 

  51. Pra, P.D., den Hollander, F.: McKean-Vlasov limit for interacting random processes in random media. J. Stat. Phys. 84, 735–772 (1996)

    Article  MATH  ADS  Google Scholar 

  52. Puglisi, A., Rondoni, L., Vulpiani, A.: Relevance of initial and final conditions for the fluctuation relation in Markov processes. J. Stat. Mech., Theory Exp. P08010 (2006)

  53. Rahav, S., Horowitz, J., Jarzynski, C.: Directed flow in nonadiabatic stochastic pumps. Phys. Rev. Lett. 101, 140602 (2008)

    Article  ADS  Google Scholar 

  54. Ralpha, D., Stiles, M.: Spin transfer torques. J. Magn. Magn. Mater. 320, 1190–1216 (2008)

    ADS  Google Scholar 

  55. Seifert, U.: Entropy production along a stochastic trajectory and an integral fluctuation theorem. Phys. Rev. Lett. 95, 040602 (2005)

    Article  ADS  Google Scholar 

  56. Spanier, E.H.: Algebraic Topology. McGraw-Hill, New York (1995)

    MATH  Google Scholar 

  57. Tanase-Nicola, S., Kurchan, J.: Metastable states transitions, basins and borders at finite temperatures. J. Stat. Phys. 116, 1201–1245 (2004)

    Article  MATH  MathSciNet  ADS  Google Scholar 

  58. Tserkovnyak, Y., Brataas, A., Bauer, G.E.W., Halperin, B.I.: Nonlocal magnetization dynamics in ferromagnetic heterostructures. Rev. Mod. Phys. 77, 1375–1421 (2005)

    Article  ADS  Google Scholar 

  59. Turitsyn, K., Chertkov, M., Chernyak, V.Y., Puliafito, A.: Statistics of entropy production in linearized stochastic systems. Phys. Rev. Lett. 98, 180603 (2007)

    Article  ADS  Google Scholar 

  60. van Zon, R., Cohen, E.G.D.: Extension of the fluctuation theorem. Phys. Rev. Lett. 91, 110601 (2003)

    Article  Google Scholar 

  61. Witten, E.: Supersymmetry and Morse theory. J. Differ. Geom. 17, 661–692 (1982)

    MATH  MathSciNet  Google Scholar 

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Chernyak, V.Y., Chertkov, M., Malinin, S.V. et al. Non-Equilibrium Thermodynamics and Topology of Currents. J Stat Phys 137, 109–147 (2009). https://doi.org/10.1007/s10955-009-9832-z

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