Author

C. Phutthananon

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Preprint Sep 2026

Agentic AI for Staged Three-Dimensional Finite-Element Tunnel Modelling

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 through project set-up, stratigraphy, materials, structural elements, meshing and staged calculation. This paper presents a pipeline in whi...

Ochok Duangsano, K. Chao, S. Youwai et al. · 0 citations

#machine learning Preprint Sep 2026

A Large Open Multi-Energy Corpus of Soil Compaction Tests, with Machine-Learning Baselines

A corpus without compaction limits is released, which holds 2,854 laboratory compaction tests from six public sources, across 162 provenance groups and four Proctor energy levels, with fines from 1.5 to 100%.

S. Youwai, C. Phutthananon, W. Kongkitkul · 0 citations