2 papers
cs.CE2026
Label-free physics-informed strength reduction and a neural operator for the reliability of spatially variable slopes
Apisit Robjanghvad, Sompote Youwai
This paper proposes a label-free physics-informed neural network (PINN) for non-associated Mohr-Coulomb plasticity with incremental strength reduction for the reliability of spatia…
cs.NE2026
Fourier Feature Physics-Informed Neural Networks for Elasto-Plastic Analysis of Geomaterials with a Non-Associative Mohr-Coulomb Model
Apisit Robjanghvad, Sompote Youwai
Elasto-plastic boundary value problems in geotechnical engineering are conventionally solved by the Finite Element Method (FEM), which incurs high computational cost from increment…