- Letter
- Open Access
Diffusion with local resetting and exclusion
Phys. Rev. Research 3, L012023 – Published 5 March, 2021
DOI: https://doi.org/10.1103/PhysRevResearch.3.L012023
Abstract
Stochastic resetting models diverse phenomena across numerous scientific disciplines. Current understanding stems from the renewal framework, which relates systems subject to global resetting to their nonresetting counterparts. Yet, in interacting many-body systems, even the simplest scenarios involving resetting give rise to the notion of local resetting, whose analysis falls outside the scope of the renewal approach. A prime example is that of diffusing particles with excluded volume interactions that independently attempt to reset their position to the origin of a one-dimensional lattice. With renewal rendered ineffective, we instead employ a mean-field approach whose validity is corroborated via extensive numerical simulations. The emerging picture sheds first light on the nontrivial interplay between interactions and resetting in many-body systems.
Physics Subject Headings (PhySH)
Article Text
Supplemental Material
References (68)
- I. Eliazar, T. Koren, and J. Klafter, Searching circular DNA strands, J. Phys. Condens. Matter 19, 065140 (2007).
- M. R. Evans and S. N. Majumdar, Diffusion with Stochastic Resetting, Phys. Rev. Lett. 106, 160601 (2011).
- M. R. Evans, S. N. Majumdar, and K. Mallick, Optimal diffusive search: Nonequilibrium resetting versus equilibrium dynamics, J. Phys. A Math. Theor. 46, 185001 (2013).
- L. Kusmierz, S. N. Majumdar, S. Sabhapandit, and G. Schehr, First Order Transition for the Optimal Search Time of Levy Flights with Resetting, Phys. Rev. Lett. 113, 220602 (2014).
- U. Bhat, C. De Bacco, and S. Redner, Stochastic search with Poisson, and deterministic resetting, J. Stat. Mech. Theory Exp. (2016) 083401.
- A. Pal and S. Reuveni, First Passage under Restart, Phys. Rev. Lett. 118, 030603 (2017).
- A. Chechkin and I. M. Sokolov, Random Search with Resetting: A Unified Renewal Approach, Phys. Rev. Lett. 121, 050601 (2018).
- L. Kusmierz and T. Toyoizumi, Robust random search with scale-free stochastic resetting, Phys. Rev. E 100, 032110 (2019).
- A. Pal, L. Kusmierz, and S. Reuveni, Search with home returns provides advantage under high uncertainty, Phys. Rev. Research 2, 043174 (2020).
- P. C. Bressloff, Directed intermittent search with stochastic resetting, J. Phys. A Math. Theor. 53, 105001 (2020).
- M. Luby, A. Sinclair, and D. Zuckerman, Optimal speedup of Las Vegas algorithms, Inf. Process. Lett. 47, 173 (1993).
- C. P. Gomes, B. Selman, and H. Kautz, Boosting combinatorial search through randomization, in Proceedings of the Fifteenth National/Tenth Conference on Artificial Intelligence/Innovative Applications of Artificial Intelligence (AIAA/IAAI '98) (American Association for Artificial Intelligence, Menlo Park, CA, 1998), pp. 431–437.
- D. S. Steiger, T. F. Ronnow, and M. Troyer, Heavy Tails in the Distribution of Time to Solution for Classical, and Quantum Annealing, Phys. Rev. Lett. 115, 230501 (2015).
- A. Montanari and R. Zecchina, Optimizing Searches Via Rare Events, Phys. Rev. Lett. 88, 178701 (2002).
- T. Rotbart, S. Reuveni, and M. Urbakh, Michaelis-Menten reaction scheme as a unified approach towards the optimal restart problem, Phys. Rev. E 92, 060101(R) (2015).
- S. Belan, Restart could Optimize the Probability of Success in a Bernoulli Trial, Phys. Rev. Lett. 120, 080601 (2018).
- B. De Bruyne, J. Randon-Furling, and S. Redner, Optimization in First-Passage Resetting, Phys. Rev. Lett. 125, 050602 (2020).
- B. De Bruyne, J. Randon-Furling, and S. Redner, Optimization and growth in first-passage resetting, J. Stat. Mech. (2021) 013203.
- S. Reuveni, M. Urbakh, and J. Klafter, Role of substrate unbinding in Michaelis-Menten enzymatic reactions, Proc. Natl. Acad. Sci. USA 111, 4391 (2014).
- A. M. Berezhkovskii, A. Szabo, T. Rotbart, M. Urbakh, and A. B. Kolomeisky, Dependence of the enzymatic velocity on the substrate dissociation rate, J. Phys. Chem. B 121, 3437 (2016).
- T. Robin, S. Reuveni, and M. Urbakh, Single-molecule theory of enzymatic inhibition, Nat. Commun. 9, 779 (2018).
- G. J. Lapeyre and M. Dentz, Reaction-diffusion with stochastic decay rates, Phys. Chem. Chem. Phys. 19, 18863 (2017).
- E. Roldan, A. Lisica, D. Sanchez-Taltavull, and S. W. Grill, Stochastic resetting in backtrack recovery by RNA polymerases, Phys. Rev. E 93, 062411 (2016).
- G. Tucci, A. Gambassi, S. Gupta, and E. Roldan, Controlling particle currents with evaporation, and resetting from an interval, Phys. Rev. Research 2, 043138 (2020).
- S. Budnar, K. B. Husain, G. A. Gomez, M. Naghibosadat, A. Varma, S. Verma, N. A. Hamilton, R. G. Morris, and A. S. Yap, Anillin promotes cell contractility by cyclic resetting of RhoA residence kinetics, Dev. Cell 49, 894 (2019).
- M. R. Evans, S. N. Majumdar, and G. Schehr, Stochastic resetting and applications, J. Phys. A Math. Theor. 53, 193001 (2020).
- J. M. Meylahn, S. Sabhapandit, and H. Touchette, Large deviations for Markov processes with resetting, Phys. Rev. E 92, 062148 (2015).
- M. R. Evans and S. N. Majumdar, Run, and tumble particle under resetting: A renewal approach, J. Phys. A Math. Theor. 51, 475003 (2018).
- M. R. Evans and S. N. Majumdar, Effects of refractory period on stochastic resetting, J. Phys. A Math. Theor. 52, 01LT01 (2018).
- A. Chatterjee, C. Christou, and A. Schadschneider, Diffusion with resetting inside a circle, Phys. Rev. E 97, 062106 (2018).
- L. Kusmierz and E. Gudowska-Nowak, Subdiffusive continuous-time random walks with stochastic resetting, Phys. Rev. E 99, 052116 (2019).
- A. Maso-Puigdellosas, D. Campos, and V. Mendez, Transport properties of random walks under stochastic noninstantaneous resetting, Phys. Rev. E 100, 042104 (2019).
- F. Den Hollander, S. N. Majumdar, J. M. Meylahn, and H. Touchette, Properties of additive functionals of Brownian motion with resetting, J. Phys. A Math. Theor. 52, 175001 (2019).
- S. Ahmad, I. Nayak, A. Bansal, A. Nandi, and D. Das, First passage of a particle in a potential under stochastic resetting: A vanishing transition of optimal resetting rate, Phys. Rev. E 99, 022130 (2019).
- A. S. Bodrova, A. V. Chechkin, and I. M. Sokolov, Scaled Brownian motion with renewal resetting, Phys. Rev. E 100, 012120 (2019).
- S. Ray, D. Mondal, and S. Reuveni, Peclet number governs transition to acceleratory restart in drift-diffusion, J. Phys. A: Math. Theor. 52, 255002 (2019).
- A. Pal, R. Chatterjee, S. Reuveni, and A. Kundu, Local time of diffusion with stochastic resetting, J. Phys. A 52, 264002 (2019).
- J. Masoliver, Telegraphic processes with stochastic resetting, Phys. Rev. E 99, 012121 (2019).
- A. Pal and V. V. Prasad, First passage under stochastic resetting in an interval, Phys. Rev. E 99, 032123 (2019).
- A. Pal, L. Kusmierz, and S. Reuveni, Time-dependent density of diffusion with stochastic resetting is invariant to return speed, Phys. Rev. E 100, 040101 (2019).
- D. Gupta, C. A. Plata, and A. Pal, Work Fluctuations, and Jarzynski Equality in Stochastic Resetting, Phys. Rev. Lett. 124, 110608 (2020).
- S. Ray and S. Reuveni, Diffusion with resetting in a logarithmic potential, J. Chem. Phys. 152, 234110 (2020).
- A. S. Bodrova and I. M. Sokolov, Resetting processes with noninstantaneous return, Phys. Rev. E 101, 052130 (2020).
- S. Belan, Median, and mode in first passage under restart, Phys. Rev. Research 2, 013243 (2020).
- R. K. Singh, R. Metzler, and T. Sandev, Resetting dynamics in a confining potential, J. Phys. A: Math. Theor. 53, 505003 (2020).
- A. M. Ramoso, J. A. Magalang, D. Sanchez-Taltavull, J. P. Esguerra, and E. Roldan, Stochastic resetting antiviral therapies prevent drug resistance development, Europhys. Lett. 132, 50003 (2020).
- S. Reuveni, Optimal Stochastic Restart Renders Fluctuations in First Passage Times Universal, Phys. Rev. Lett. 116, 170601 (2016).
- A. Pal, I. Eliazar, and S. Reuveni, First Passage Under Restart with Branching, Phys. Rev. Lett. 122, 020602 (2019).
- A. Pal and V. V. Prasad, Landau-like expansion for phase transitions in stochastic resetting, Phys. Rev. Research 1, 032001 (2019).
- A. Pal, L. Kusmierz, and S. Reuveni, Invariants of motion with stochastic resetting, and space-time coupled returns, New J. Phys. 21, 113024 (2019).
- I. Eliazar and S. Reuveni, Mean-performance of sharp restart I: Statistical roadmap, J. Phys. A: Math. Theor. 53, 405004 (2020).
- U. Basu, A. Kundu, and A. Pal, Symmetric exclusion process under stochastic resetting, Phys. Rev. E 100, 032136 (2019).
- M. Magoni, S. N. Majumdar, and G. Schehr, Ising model with stochastic resetting, Phys. Rev. Research 2, 033182 (2020).
- S. Karthika and A. Nagar, Totally asymmetric simple exclusion process with resetting, J. Phys. A Math. Theor. 53, 115003 (2020).
- O. Tal-Friedman, A. Pal, A. Sekhon, S. Reuveni, and Y. Roichman, Experimental realization of diffusion with stochastic resetting, J. Phys. Chem. Lett. 11, 7350 (2020).
- B. Besga, A. Bovon, A. Petrosyan, S. N. Majumdar, and S. Ciliberto, Optimal mean first-passage time for a Brownian searcher subjected to resetting: experimental, and theoretical results, Phys. Rev. Research 2, 032029(R) (2020).
- T. E. Harris, Diffusion with collisions between particles, J. Appl. Probab. 2, 323 (1965).
- D. W. Jepsen, Dynamics of a simple many-body system of hard rods, J. Math. Phys. 6, 405 (1965).
- J. K. Percus, Anomalous self-diffusion for one-dimensional hard cores, Phys. Rev. A 9, 557 (1974).
- S. Alexander and P. Pincus, Diffusion of labeled particles on one-dimensional chains, Phys. Rev. B 18, 2011 (1978).
- See Supplemental Material at http://link.aps.org/supplemental/10.1103/PhysRevResearch.3.L012023 for additional comparison between numerical simulations and mean-field theory, a derivation of the finite system-size correction in to 1, the exact equation for in the case of finite and a discussion on the relation to the problem of a single resetting particle.
- S. F. Burlatsky, G. S. Oshanin, A. V. Mogutov, and M. Moreau, Directed walk in a one-dimensional lattice gas, Phys. Lett. A 166, 230 (1992).
- S. F. Burlatsky, G. Oshanin, M. Moreau, and W. P. Reinhardt, Motion of a driven tracer particle in a one-dimensional symmetric lattice gas, Phys. Rev. E 54, 3165 (1996).
- J. De Coninck, G. Oshanin, and M. Moreau, Dynamics of a driven probe molecule in a liquid monolayer, Europhys. Lett. 38, 527 (1997).
- K. Tsekouras and A. B. Kolomeisky, Parallel coupling of symmetric and asymmetric exclusion processes, J. Phys. A 41, 465001 (2008).
- J. Cividini, D. Mukamel, and H. A. Posch, Driven tracers in narrow channels, Phys. Rev. E 95, 012110 (2017).
- A. Miron, D. Mukamel, and H. A. Posch, Phase transition in a 1d driven tracer model, J. Stat. Mech.: Theory Exp. (2020) 063216.
- A. Miron and D. Mukamel, Driven tracer dynamics in a one dimensional quiescent bath, J. Phys. A 54, 025001 (2021).