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04/13/2023
Physics-informed radial basis network (PIRBN): A local approximation neural network for solving nonlinear PDEs
Our recent intensive study has found that physics-informed neural networ...
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03/05/2023
Physics-informed neural network for friction-involved nonsmooth dynamics problems
Friction-induced vibration (FIV) is very common in engineering areas. An...
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11/24/2022
Utilising physics-guided deep learning to overcome data scarcity
Deep learning (DL) relies heavily on data, and the quality of data influ...
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10/17/2022