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jiaor17's Projects

3d-emgp icon 3d-emgp

[AAAI 2023] The implementation for the paper "Energy-Motivated Equivariant Pretraining for 3D Molecular Graphs"

chiro icon chiro

Public Implementation of ChIRo from "Learning 3D Representations of Molecular Chirality with Invariance to Bond Rotations"

crabnet icon crabnet

Predict materials properties using only the composition information!

cspml icon cspml

Original implementation of CSPML

diffab icon diffab

✌🏻 Antigen-Specific Antibody Design and Optimization with Diffusion-Based Generative Models for Protein Structures (NeurIPS 2022)

diffcsp icon diffcsp

[NeurIPS 2023] The implementation for the paper "Crystal Structure Prediction by Joint Equivariant Diffusion"

diffcsp-pp icon diffcsp-pp

[ICLR 2024] The implementation for the paper "Space Group Constrained Crystal Generation"

diffdock icon diffdock

Implementation of DiffDock: Diffusion Steps, Twists, and Turns for Molecular Docking

geodiff icon geodiff

Implementation of GeoDiff: a Geometric Diffusion Model for Molecular Conformation Generation (ICLR 2022).

mat icon mat

The official implementation of the Molecule Attention Transformer.

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