124 citations · 1k across the 27 of their papers we have counts for
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cs.CE2023
Physics-informed neural network for friction-involved nonsmooth dynamics problems
Zilin Li, Jinshuai Bai, Huajing Ouyang +8
Friction-induced vibration (FIV) is very common in engineering areas. Analysing the dynamic behaviour of systems containing a multiple-contact point frictional interface is an impo…
cs.CE2022★ 3 cited
An introduction to programming Physics-Informed Neural Network-based computational solid mechanics
Jinshuai Bai, Hyogu Jeong, C. P. Batuwatta-Gamage +6
Physics-informed neural network (PINN) has recently gained increasing interest in computational mechanics. In this work, we present a detailed introduction to programming PINN-base…