Finding Optimal Langevin Inferred Equations
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Updated
Jun 11, 2024 - Python
Finding Optimal Langevin Inferred Equations
Code for "Sufficient conditions for offline reactivation in recurrent neural networks" (ICLR 2024)
A simulation framework for nonequilibrium statistical physics
Python module for (symbolic) evaluation of the short-time Fokker-Planck propagator to arbitrary accuracy
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)
Langevin dynamics based tours of data, in Javascript with R wrapper.
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
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