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Zhe-Yi Liu

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Open access Jul 2026

pHaseMD4AI: Phase-Space Dynamics Dataset with Chemical and pH Perturbations for Physically and Kinetically Consistent Biomolecular AI

P pHaseMD4AI is presented, a molecular dynamics dataset that combines a globally equilibrated peptide branch with a protein-scale constant-pH molecular dynamics (CpHMD) branch spanning hundreds of soluble proteins and provides a resource for developing and benchmarking molecular machine learning methods.

Tiefeng Song, Yi-Xin Guo, Jiahao He et al. · 0 citations

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