Reaction-rate theory: fifty years after Kramers

P Hänggi, P Talkner, M Borkovec - Reviews of modern physics, 1990 - APS
The calculation of rate coefficients is a discipline of nonlinear science of importance to much
of physics, chemistry, engineering, and biology. Fifty years after Kramers' seminal paper on …

Dynamics of the dissipative two-state system

AJ Leggett, S Chakravarty, AT Dorsey, MPA Fisher… - Reviews of Modern …, 1987 - APS
This paper presents the results of a functional-integral approach to the dynamics of a two-
state system coupled to a dissipative environment. It is primarily an extended account of …

Anomalous diffusion in disordered media: statistical mechanisms, models and physical applications

JP Bouchaud, A Georges - Physics reports, 1990 - Elsevier
The subject of this paper is the evolution of Brownian particles in disordered environments.
The “Ariadne's clew” we follow is understanding of the general statistical mechanisms which …

Stochastic processes and applications

GA Pavliotis - Texts in applied mathematics, 2014 - Springer
The purpose of this book is to present various results and techniques from the theory of
stochastic processes and in particular diffusion processes that are useful in the study of …

Quantum Brownian motion: The functional integral approach

H Grabert, P Schramm, GL Ingold - Physics reports, 1988 - Elsevier
The quantum mechanical dynamics of a particle coupled to a heat bath is treated by
functional integral methods and a generalization of the Feynman-Vernon influence …

Tunneling times: a critical review

EH Hauge, JA Støvneng - Reviews of Modern Physics, 1989 - APS
The old question of" How long does it take to tunnel through a barrier?" has acquired new
urgency with the advent of techniques for the fabrication of semiconductor structures in the …

Experimental tests for the quantum behavior of a macroscopic degree of freedom: The phase difference across a Josephson junction

JM Martinis, MH Devoret, J Clarke - Physical Review B, 1987 - APS
Experiments are described that demonstrate the quantum behavior of a macroscopic degree
of freedom, namely the phase difference δ across a current-biased Josephson tunnel …

[BOOK][B] Foundations of synergetics I: Distributed active systems

AS Mikhailov - 2012 - books.google.com
This book gives an introduction to the mathematical theory of cooperative behavior in active
systems of various origins, both natural and artificial. It is based on a lecture course in …

A diffusion theory for deep learning dynamics: Stochastic gradient descent exponentially favors flat minima

Z **e, I Sato, M Sugiyama - arxiv preprint arxiv:2002.03495, 2020 - arxiv.org
Stochastic Gradient Descent (SGD) and its variants are mainstream methods for training
deep networks in practice. SGD is known to find a flat minimum that often generalizes well …

The physics of climate variability and climate change

M Ghil, V Lucarini - Reviews of Modern Physics, 2020 - APS
The climate is a forced, dissipative, nonlinear, complex, and heterogeneous system that is
out of thermodynamic equilibrium. The system exhibits natural variability on many scales of …