/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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