20 citations · 33 across the 4 of their papers we have counts for
4 papers
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…
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…
Spontaneous Bending of Hydra Tissue Fragments Driven by Supracellular Actomyosin Bundles
Jian Su, Haiqin Wang, Zhongyu Yan +1
Hydra tissue fragments excised freshly from Hydra body bend spontaneously to some quasi-stable shape in several minutes. We propose that the spontaneous bending is driven mechanica…
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…