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Guangtao Zhang

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#machine learning Oct 2025

Inverse Problems for Partial Differential Equations with Jump Discontinuities in Coefficients via Two-Stage Physics-Informed Deep Learning and Statistical Mixture Models

This work provides an effective integrated workflow for inverse problems governed by PDEs with discontinuous parameter structures, particularly in nonstationary and heterogeneous systems.

Zhikun Zhang, Guanyu Pan, Xiangjun Wang et al. · 0 citations