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20222026
most citedPre-classification based stochastic reduced-order model for time-dependent complex system

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cs.LG2026

Target-Guided Selective Reweighting for Physics-Informed Neural Network Inverse Problems: A Transfer Learning Approach

Qian Hu, Bin Fan, Yao Xiao +2

Physics-informed neural networks (PINNs) often face ill-posed optimization, competing losses, and parameter compensation in partial differential equation (PDE) inverse problems. Tr…