Siyu Zhu
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126
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ML×1AI×1
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2026
Learning Implicit Bias in Generative Spaces for Accelerating Protein Dynamics Emulation
The paper introduces a history-dependent bias to generative protein emulators, significantly improving the exploration of rare and diverse protein states compared to standard emulators.
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Papers
cs.LGcs.AIRecentJun 1, 2026
Learning Implicit Bias in Generative Spaces for Accelerating Protein Dynamics Emulation
Kaihui Cheng, Zhiqiang Cai, Wenkai Xiang, Zhihang Hu +3 more
The paper introduces a history-dependent bias to generative protein emulators, significantly improving the exploration of rare and diverse protein states compared to standard emulators.
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