The GitHub repository for "Constrained Exploration via Reflected Replica Exchange Stochastic Gradient Langevin Dynamics", ICML 2024
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Updated
May 20, 2024 - Python
The GitHub repository for "Constrained Exploration via Reflected Replica Exchange Stochastic Gradient Langevin Dynamics", ICML 2024
The GitHub repository for "Accelerating Approximate Thompson Sampling with Underdamped Langevin Monte Carlo", AISTATS 2024.
Multi-condensate state as a functional strategy to optimize the cell signaling output
Langevin Field-Theoretic Simulations (L-FTS) of Diblock Copolymers on CPUs (https://www.tbeardsley.com/projects/lfts/fts_gpu)
Python module for (symbolic) evaluation of the short-time Fokker-Planck propagator to arbitrary accuracy
Langevin dynamics based tours of data, in Javascript with R wrapper.
A simulation framework for nonequilibrium statistical physics
A python code to calculate the Brownian motion of colloidal particles in a time varying force field.
Python module for the evaluation of probability densities and exit rates in a tubular ensemble
Langevin Field-Theoretic Simulation of Diblock Copolymers on the GPU (https://www.tbeardsley.com/projects/lfts/fts_gpu)
Well-tempered metadynamics applied to Langevin field-theoretic simulations of diblock copolymers on the GPU (https://www.tbeardsley.com/projects/lfts/wtmd)
Well-tempered metadynamics applied to Langevin field-theoretic simulations of diblock copolymers on CPUs (https://www.tbeardsley.com/projects/lfts/wtmd)
A fork of ESPResSo by Bogdan Tanygin
This code calculates 3D system of Langevin equations describing behaviour of nuclear shape during fission process
A primer on Bayesian Neural Networks. The aim of this reading list is to facilitate the entry of new researchers into the field of Bayesian Deep Learning, by providing an overview of key papers. More details: "A Primer on Bayesian Neural Networks: Review and Debates"
A set of integrators for the Langevin equation.
Pytorch implementations of Bayes By Backprop, MC Dropout, SGLD, the Local Reparametrization Trick, KF-Laplace, SG-HMC and more
Langevin dynamics simulation of bacteriophage-bacteria interaction
Python and Shell scripts used in the study "Separation of sticker-spacer energetics governs the coalescence of biomolecular condensates"
Unbiased Estimation using Underdamped Langevin Dynamics (ULD)
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