20 citations · 33 across the 4 of their papers we have counts for
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cond-mat.soft2023★ 2 cited
Deep learning-based computational method for soft matter dynamics: Deep Onsager-Machlup method
Zhihao Li, Boyi Zou, Haiqin Wang +3
A deep learning-based computational method is proposed for soft matter dynamics -- the deep Onsager-Machlup method (DOMM). It combines the brute forces of deep neural networks (DNN…
cond-mat.soft2022★ 10 cited
Dynamics of flexible fibers in confined shear flows at finite Reynolds numbers
Jian Su, Kun Ma, Zhongyu Yan +2
We carry out a numerical study on the dynamics of a single non-Brownian flexible fiber in two-dimensional Couette flows at finite Reynolds numbers. We employ the bead-spring model…
cond-mat.soft2022★ 20 cited
Variational methods and deep Ritz method for active elastic solids
Haiqin Wang, Boyi Zou, Jian Su +2
Variational methods have been widely used in soft matter physics for both static and dynamic problems. These methods are mostly based on two variational principles: the variational…