Tian Xie

@txie-93 · User

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Researcher at Microsoft Research working on ML for materials discovery

MicrosoftCambridge, United Kingdom412 followers5 repositories

Repositories

txie-93/cdvae

An SE(3)-invariant autoencoder for generating the periodic structure of materials [ICLR 2022]

★ 380PythonForks 129

txie-93/cgcnn

Crystal graph convolutional neural networks for predicting material properties.

★ 892PythonForks 356

txie-93/gdynet

Unsupervised learning of atomic scale dynamics from molecular dynamics.

★ 84Jupyter NotebookForks 23

txie-93/chemprop

Message Passing Neural Networks for Molecule Property Prediction

★ 3PythonForks 2