/tools/gdynet

gdynet

txie-93/gdynet

85 stars23 forksJupyter NotebookAdded February 4, 2026
summary

GDyNet is a software package that utilizes Graph Dynamical Networks to learn atomic scale dynamics from molecular dynamics trajectories. It preprocesses MD data, constructs graphs, and trains models to analyze material behaviors at the atomic level.

description

Unsupervised learning of atomic scale dynamics from molecular dynamics.

topics

deep-learningmaterials-sciencematerial-designmolecular-dynamicsunsupervised-learninggraph-convolutional-networksmachine-learningtensorflowkerasphysical-chemistry

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