Novel neural network-based metaheuristic models for the stability prediction of rectangular trapdoors in anisotropic and non-homogeneous clay. - Kongtawan Sangjinda; Divesh Ranjan Kumar; Suraparb Keawsawasvong; Warit Wipulanusat; Pitthaya Jamsawang (Adv. Eng. Softw., 2024)

Machine learning approaches for stability prediction of rectangular tunnels in natural clays based on MLP and RBF neural networks. - Wittaya Jitchaijaroen; Suraparb Keawsawasvong; Warit Wipulanusat; Divesh Ranjan Kumar; Pitthaya Jamsawang; Jirapon Sunkpho (Intell. Syst. Appl., 2024)

An eXtreme Gradient Boosting prediction of uplift capacity factors for 3D rectangular anchors in natural clays. - Duy Tan Tran; Tinnapat Onjaipurn; Divesh Ranjan Kumar; Weeraya Chim-Oye; Suraparb Keawsawasvong; Pitthaya Jamsawang (Earth Sci. Informatics, 2024)

Probabilistic analysis of the bearing capacity of spatially random Hoek‒Brown rock masses by integrating finite element limit analysis, random field theory, and XGBoost models. - Thanachon Promwichai; Duy Tan Tran; Thanh Son Nguyen; Suraparb Keawsawasvong; Pitthaya Jamsawang (Earth Sci. Informatics, 2025)

Optimized ANN-based surrogate models for evaluating the stability of trapdoors in Hoek‒Brown rock masses. - Kongtawan Sangjinda; Suraparb Keawsawasvong; Pitthaya Jamsawang; Angsumalin Senjuntichai; Teerapong Senjuntichai (Earth Sci. Informatics, 2025)