Tian Xie

Affiliations:
  • Microsoft Research AI for Science


According to our database1, Tian Xie authored at least 7 papers between 2021 and 2024.

Collaborative distances:

Timeline

2021
2022
2023
2024
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1
2
3
4
3
1
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Bibliography

2024
MOFDiff: Coarse-grained Diffusion for Metal-Organic Framework Design.
Proceedings of the Twelfth International Conference on Learning Representations, 2024

2023
Simulate Time-integrated Coarse-grained Molecular Dynamics with Multi-scale Graph Networks.
Trans. Mach. Learn. Res., 2023

Forces are not Enough: Benchmark and Critical Evaluation for Machine Learning Force Fields with Molecular Simulations.
Trans. Mach. Learn. Res., 2023

MatterGen: a generative model for inorganic materials design.
CoRR, 2023

2022
Simulate Time-integrated Coarse-grained Molecular Dynamics with Geometric Machine Learning.
CoRR, 2022

Crystal Diffusion Variational Autoencoder for Periodic Material Generation.
Proceedings of the Tenth International Conference on Learning Representations, 2022

2021
Accelerating the screening of amorphous polymer electrolytes by learning to reduce random and systematic errors in molecular dynamics simulations.
CoRR, 2021


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