2 papers
cs.CE2026
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…
cs.LG2025
Evaluating and Explaining Earthquake-Induced Liquefaction Potential through Multi-Modal Transformers
Sompote Youwai, Tipok Kitkobsin, Sutat Leelataviwat +1
This study presents an explainable parallel transformer architecture for soil liquefaction prediction that integrates three distinct data streams: spectral seismic encoding, soil s…