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09/20/2022
Dynamic Graph Message Passing Networks for Visual Recognition
Modelling long-range dependencies is critical for scene understanding ta...
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06/21/2022
DeePKS+ABACUS as a Bridge between Expensive Quantum Mechanical Models and Machine Learning Potentials
Recently, the development of machine learning (ML) potentials has made i...
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01/05/2022
Extending the limit of molecular dynamics with ab initio accuracy to 10 billion atoms
High-performance computing, together with a neural network model trained...
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04/24/2020
86 PFLOPS Deep Potential Molecular Dynamics simulation of 100 million atoms with ab initio accuracy
We present the GPU version of DeePMD-kit, which, upon training a deep ne...
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06/27/2019