Hythem Sidky | DeepAI

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Wei Chen
332 publications
Andrew L. Ferguson
8 publications

research

∙ 07/01/2020

Molecular Latent Space Simulators

Small integration time steps limit molecular dynamics (MD) simulations t...

71 Hythem Sidky, et al. ∙

research

∙ 06/12/2019

High-resolution Markov state models for the dynamics of Trp-cage miniprotein constructed over slow folding modes identified by state-free reversible VAMPnets

State-free reversible VAMPnets (SRVs) are a neural network-based framewo...

0 Hythem Sidky, et al. ∙

research

∙ 06/02/2019

Capabilities and Limitations of Time-lagged Autoencoders for Slow Mode Discovery in Dynamical Systems

Time-lagged autoencoders (TAEs) have been proposed as a deep learning re...

0 Wei Chen, et al. ∙

research

∙ 02/09/2019

Nonlinear Discovery of Slow Molecular Modes using Hierarchical Dynamics Encoders

The success of enhanced sampling molecular simulations that accelerate a...

10 Wei Chen, et al. ∙