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20152022
most citedLearning Molecular Dynamics with Simple Language Model built upon Long Short-Term Memory Neural Network

101 citations · 241 across the 10 of their papers we have counts for

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2 papers · 1 filter

cond-mat.soft2022★ 46 cited

Driving and characterizing nucleation of urea and glycine polymorphs in water

Ziyue Zou, Eric Beyerle, Sun-Ting Tsai +1

Crystal nucleation is relevant across the domains of fundamental and applied sciences. However, in many cases its mechanism remains unclear due to a lack of temporal or spatial res…

cond-mat.dis-nn2022★ 36 cited

Path sampling of recurrent neural networks by incorporating known physics

Sun-Ting Tsai, Eric Fields, Yijia Xu +2

Recurrent neural networks have seen widespread use in modeling dynamical systems in varied domains such as weather prediction, text prediction and several others. Often one wishes…