Intrinsic Langevin dynamics of rigid inclusions on curved surfaces
Abstract: The stochastic dynamics of a rigid inclusion constrained to move on a curved surface has many applications in biological and soft matter physics, ranging from the diffusion of passive or active membrane proteins to the motion of phoretic particles on liquid-liquid interfaces. Here we construct intrinsic Langevin equations for an oriented rigid inclusion on a curved surface using Cartan's method of moving frames. We first derive the Hamiltonian equations of motion for the translational and rotational momenta in the body frame. Surprisingly, surface curvature couples the linear and angular momenta of the inclusion. We then add to the Hamiltonian equations linear friction, white noise and arbitrary configuration-dependent forces and torques to obtain intrinsic Langevin equations of motion in phase space. We provide the integrability conditions, made non-trivial by surface curvature, for the forces and torques to admit a potential, thus distinguishing between passive and active stochastic motion. We derive the corresponding Fokker-Planck equation in geometric form and obtain fluctuation-dissipation relations that ensure Gibbsian equilibrium. We extract the overdamped equations of motion by adiabatically eliminating the momenta from the Fokker-Planck equation, showing how a peculiar cancellation leads to the naively expected Smoluchowski limit. The overdamped equations can be used for accurate and efficient intrinsic Brownian dynamics simulations of passive, driven and active diffusion processes on curved surfaces. Our work generalises to the collective dynamics of many inclusions on curved surfaces.
- R. Peters and R. J. Cherry, Lateral and rotational diffusion of bacteriorhodopsin in lipid bilayers: experimental test of the saffman-delbrück equations., Proceedings of the National Academy of Sciences 79, 4317–4321 (1982).
- R. A. Cone, Rotational diffusion of rhodopsin in the visual receptor membrane, Nature New Biology 236, 39–43 (1972).
- R. Sknepnek and S. Henkes, Active swarms on a sphere, Phys. Rev. E 91, 022306 (2015).
- Y. Fily, A. Baskaran, and M. F. Hagan, Active particles on curved surfaces (2016), arXiv:1601.00324 [cond-mat.soft] .
- L. Apaza and M. Sandoval, Active matter on riemannian manifolds, Soft Matter 14, 9928 (2018).
- P. Castro-Villarreal and F. J. Sevilla, Active motion on curved surfaces, Physical Review E 97 (2018).
- N. G. van Kampen, Itô versus stratonovich, Journal of Statistical Physics 24, 175–187 (1981).
- C. W. Gardiner, Handbook of Stochastic Methods, 3rd ed., Springer Series in Synergetics (Springer, Berlin, Germany, 2004).
- É. Cartan, La méthode du repère mobile, la théorie des groupes continus et les espaces généralisés, Exposés de Géométrie No. 5 (Hermann, Paris, 1935).
- R. W. Sharpe, Differential geometry: Cartan’s generalization of Klein’s Erlangen program, 1st ed. (Springer, 1997).
- J. N. Clelland, From Frenet to Cartan: The Method of Moving Frames, Graduate Studies in Mathematics (American Mathematical Society, Providence, RI, 2017).
- E. J. Hinch, Perturbation Methods (Cambridge University Press, 1991).
- T. J. Murphy and J. L. Aguirre, Brownian motion of n interacting particles. i. extension of the einstein diffusion relation to the n-particle case, The Journal of Chemical Physics 57, 2098–2104 (1972).
- G. Wilemski, On the derivation of smoluchowski equations with corrections in the classical theory of brownian motion, Journal of Statistical Physics 14, 153–169 (1976).
- C. W. Gardiner, Adiabatic elimination in stochastic systems. i. formulation of methods and application to few-variable systems, Physical Review A 29, 2814–2822 (1984).
- H. Ziegler, Principles of Structural Stability (Birkhäuser Basel, 1977).
- T. Frankel, The Geometry of Physics (Cambridge University Press, 2011).
- H. Flanders, Differential forms with applications to the physical sciences, Dover Books on Mathematics (Dover Publications, Mineola, NY, 1989).
- M. P. Carmo, Differential geometry of curves and surfaces, 2nd ed. (Dover Publications, Mineola, NY, 2016).
- H. P. Künzle, Dynamics of a rigid test body in curved space-time, Communications in Mathematical Physics 27, 23 (1972).
- G. E. Uhlenbeck and L. S. Ornstein, On the theory of the brownian motion, Physical Review 36, 823–841 (1930).
- G. A. Pavliotis, Stochastic Processes and Applications: Diffusion Processes, the Fokker-Planck and Langevin Equations (Springer New York, 2014).
- J. O’Byrne and M. E. Cates, Geometric theory of (extended) time-reversal symmetries in stochastic processes – part i: finite dimension (2024), arXiv:2402.04217 [cond-mat.stat-mech] .
- S. Chandrasekhar, Stochastic problems in physics and astronomy, Reviews of Modern Physics 15, 1 (1943).
- S. Hottovy, G. Volpe, and J. Wehr, Noise-induced drift in stochastic differential equations with arbitrary friction and diffusion in the smoluchowski-kramers limit, Journal of Statistical Physics 146, 762–773 (2012).
- E. P. Hsu, Stochastic Analysis on Manifolds, Graduate Studies in Mathematics (American Mathematical Society, Providence, RI, 2002).
- H. Risken, The Fokker-Planck Equation: Methods of Solution and Applications (Springer Berlin Heidelberg, 1996).
- P. E. Kloeden and E. Platen, Numerical Solution of Stochastic Differential Equations (Springer Berlin Heidelberg, 1992).
- M. E. Cates and J. Tailleur, Motility-induced phase separation, Annual Review of Condensed Matter Physics 6, 219–244 (2015).
- D. Saintillan, M. J. Shelley, and A. Zidovska, Extensile motor activity drives coherent motions in a model of interphase chromatin, Proceedings of the National Academy of Sciences 115, 11442–11447 (2018).
- R. K. Manna and P. B. S. Kumar, Emergent topological phenomena in active polymeric fluids, Soft Matter 15, 477–486 (2019).
- S. Shankar, M. J. Bowick, and M. C. Marchetti, Topological sound and flocking on curved surfaces, Phys. Rev. X 7, 031039 (2017).
- R. Kubo, M. Toda, and N. Hashitsume, Statistical Physics II (Springer Berlin Heidelberg, 1991).
- A. D. Wentzell and M. I. Freidlin, On small random perturbations of dynamical systems, Russian Mathematical Surveys 25, 1–55 (1970).
- R. Graham, Statistical theory of instabilities in stationary nonequilibrium systems with applications to lasers and nonlinear optics, in Springer Tracts in Modern Physics (Springer Berlin Heidelberg, 1973) p. 1–97.
- H. Touchette, The large deviation approach to statistical mechanics, Physics Reports 478, 1–69 (2009).
- N. Berglund, Kramers’ law: Validity, derivations and generalisations, Markov Processes And Related Fields 19, 459 (2013), 26 pages.
- T. Li, X. Li, and X. Zhou, Finding transition pathways on manifolds, Multiscale Modeling & Simulation 14, 173 (2016).
- L. K. Davis, K. Proesmans, and E. Fodor, Active matter under control: Insights from response theory, Phys. Rev. X 14, 011012 (2024).
- L. Piro, E. Tang, and R. Golestanian, Optimal navigation strategies for microswimmers on curved manifolds, Phys. Rev. Res. 3, 023125 (2021).
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