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Jiang-Wei Zhang

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Sep 2026

A coupled hydro–mechanical–chemical–biological model for microbially induced calcite precipitation in soils

Microbially induced calcite precipitation (MICP) is a promising ground improvement technique involving complex coupling between hydraulic, mechanical, chemical, and biological processes. However, many existing models focus on selected processes or treat key couplings, such as precipitation-induced stress, in a phenomen...

Yue Ma, Kai Wang, S. Ge et al. · 0 citations
Open access Sep 2026

Physics-Informed Neural Networks for One-Dimensional Groundwater Contaminant Transport: A Synthetic Numerical Study of Prediction and Parameter Inversion

The results show that PINNs accurately predict concentration values and reduce initialization-induced uncertainty when the physical constraints—including the ADE residual and the prescribed initial and boundary conditions—cover the target prediction period, outperforming purely data-driven neural networks in both accur...

Jiang-Wei Zhang, Wei Chen · 0 citations

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