English

Thermalization of rate-independent processes by entropic regularization

Probability 2016-05-20 v1 Mathematical Physics Dynamical Systems math.MP

Abstract

We consider the effective behaviour of a rate-independent process when it is placed in contact with a heat bath. The method used to "thermalize" the process is an interior-point entropic regularization of the Moreau--Yosida incremental formulation of the unperturbed process. It is shown that the heat bath destroys the rate independence in a controlled and deterministic way, and that the effective dynamics are those of a non-linear gradient descent in the original energetic potential with respect to a different and non-trivial effective dissipation potential.

Cite

@article{arxiv.1209.3619,
  title  = {Thermalization of rate-independent processes by entropic regularization},
  author = {T. J. Sullivan and M. Koslowski and F. Theil and M. Ortiz},
  journal= {arXiv preprint arXiv:1209.3619},
  year   = {2016}
}

Comments

19 pages, 3 figures

R2 v1 2026-06-21T22:06:14.718Z