35 citations · 40 across the 16 of their papers we have counts for
3 papers · 1 filter
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…
Agentic AI for Staged Three-Dimensional Finite-Element Tunnel Modelling
Ochok Duangsano, Kuo-Chieh Chao, Sompote Youwai +3
Three-dimensional finite-element (FE) analysis gives the most complete picture of tunnelling-induced ground movement, but it is slow: an engineer must drive the PLAXIS 3D interface…
A deflection-basin fusion transformer for predicting critical pavement strains from falling weight deflectometer
Chana Phutthananona, Sompote Youwai, Warat Kongkitkula
The two critical strains of pavement design, under the asphalt layer and on the subgrade, are conventionally obtained by backcalculating layer moduli from a falling weight deflecto…