Fetching the paper…
Reading the bibliography…
Stochastic sampling algorithms such as Langevin Monte Carlo are inspired by physical systems in a heat bath.
Nonequilibrium molecular dynamics via gauss’s principle of least constraint
Denis J Evans, William G Hoover, Bruce H Failor, Bill Moran, and Anthony JC Ladd · 1983
Earlier work this paper cites.
Hybrid monte carlo
Simon Duane, Anthony D Kennedy, Brian J Pendleton, and Duncan Roweth · 1987
Earlier work this paper cites.
Recurrence and invariant measures for degenerate diffusions
Wolfgang Kliemann · 1987
Earlier work this paper cites.
Recent advances in stochastic calculus
John S Baras, Vincent Mirelli, et al · 1990
Earlier work this paper cites.
Statistical equilibrium and two-point motion for a stochastic flow of diffeomorphisms
Peter H Baxendale · 1991
Earlier work this paper cites.
Stochastic differential equations on manifolds
KD Elworthy · 2000
Earlier work this paper cites.
Non-hamiltonian molecular dynamics: Generalizing hamiltonian phase space principles to non-hamiltonian systems
Mark E Tuckerman, Yi Liu, Giovanni Ciccotti, and Glenn J Martyna · 2001
Earlier work this paper cites.
Stochastic differential equations
Bernt Øksendal and Bernt Øksendal · 2003
Earlier work this paper cites.
Symplectic analytically integrable decomposition algorithms: classification, derivation, and application to molecular dynamics, quantum and celestial mechanics simulations
IP Omelyan, IM Mryglod, and R Folk · 2003
Earlier work this paper cites.
Simulating hamiltonian dynamics
Benedict Leimkuhler and Sebastian Reich · 2004
Earlier work this paper cites.
Equation of State Calculations by Fast Computing Machines
Nicholas Metropolis, Arianna W. Rosenbluth, Marshall N. Rosenbluth, Augusta H. Teller, and Edward Teller · 2004
Earlier work this paper cites.
Lattice methods for quantum chromodynamics
Thomas A Degrand and Carleton DeTar · 2006
Cited alongside, same era.
Quantum chromodynamics on the lattice: an introductory presentation , volume 788
Christof Gattringer and Christian Lang · 2009
Cited alongside, same era.
What makes molecular dynamics work?
Robert D Skeel · 2009
Cited alongside, same era.
Highly degenerate diffusions for sampling molecular systems
Emad Noorizadeh · 2010
Cited alongside, same era.
Simulation of phi 4 theory in the strong coupling expansion beyond the ising limit
Ingmar Vierhaus · 2010
Cited alongside, same era.
Mcmc using hamiltonian dynamics
Radford M Neal et al · 2011
Cited alongside, same era.
Lectures on phase transitions and the renormalization group
Nigel Goldenfeld · 2018
Later among the works it cites.
Flow-based generative models for markov chain monte carlo in lattice field theory
Michael S Albergo, Gurtej Kanwar, and Phiala E Shanahan · 2019
Later among the works it cites.
Composable effects for flexible and accelerated probabilistic programming in numpyro
Du Phan, Neeraj Pradhan, and Martin Jankowiak · 2019
Later among the works it cites.
Riemannian langevin algorithm for solving semidefinite programs
Mufan Bill Li and Murat A Erdogdu · 2020
Later among the works it cites.
Inference gym, 2020
Pavel Sountsov, Alexey Radul, and contributors · 2020
Later among the works it cites.
alphaXiv searches the wider corpus for related work and actual follow-ups.
alphaXiv is searching for related work…
Stochastic, resonance-free multiple time-step algorithm for molecular dynamics with very large time steps
Ben Leimkuhler, Daniel T Margul, and Mark E Tuckerman · 2013
Cited alongside, same era.
The no-u-turn sampler: adaptively setting path lengths in hamiltonian monte carlo
Matthew D Hoffman, Andrew Gelman, et al · 2014
Cited alongside, same era.
Molecular dynamics
Ben Leimkuhler and Charles Matthews · 2015
Cited alongside, same era.
A complete recipe for stochastic gradient MCMC
Yi-An Ma, Tianqi Chen, and Emily B. Fox · 2015
Cited alongside, same era.
Stochastic differential equations on manifolds
Kenneth David Elworthy
Cited in the paper.
Algorithms and novel applications based on the isokinetic ensemble. i. biophysical and path integral molecular dynamics
Peter Minary, Glenn J Martyna, and Mark E Tuckerman
Cited in the paper.
Michael S Albergo, Denis Boyda, Daniel C Hackett, Gurtej Kanwar, Kyle Cranmer, Sébastien Racaniere, Danilo Jimenez Rezende, and Phiala E Shanahan · 2021
Later among the works it cites.
Hamiltonian dynamics with non-newtonian momentum for rapid sampling
Greg Ver Steeg and Aram Galstyan · 2021
Later among the works it cites.
Learning lattice quantum field theories with equivariant continuous flows
Mathis Gerdes, Pim de Haan, Corrado Rainone, Roberto Bondesan, and Miranda CN Cheng · 2022
Later among the works it cites.
Tuning-free generalized hamiltonian monte carlo
Matthew D Hoffman and Pavel Sountsov · 2022
Later among the works it cites.
Microcanonical hamiltonian monte carlo
Jakob Robnik, G Bruno De Luca, Eva Silverstein, and Uroš Seljak · 2022
Later among the works it cites.