Neural network-based prediction model for the stability of unlined elliptical tunnels in cohesive-frictional soils S Sirimontree, S Keawsawasvong, C Ngamkhanong, S Seehavong, ... Buildings 12 (4), 444, 2022 | 31 | 2022 |
Data-driven prediction of stability of rock tunnel heading: an application of machine learning models C Ngamkhanong, S Keawsawasvong, T Jearsiripongkul, LT Cabangon, ... Infrastructures 7 (11), 148, 2022 | 29 | 2022 |
Soft-computing techniques for predicting seismic bearing capacity of strip footings in slopes DR Kumar, P Samui, W Wipulanusat, S Keawsawasvong, K Sangjinda, ... Buildings 13 (6), 1371, 2023 | 28 | 2023 |
A machine learning regression approach for predicting the bearing capacity of a strip footing on rock mass under inclined and eccentric load VQ Lai, K Sangjinda, S Keawsawasvong, A Eskandarinejad, VB Chauhan, ... Frontiers in Built Environment 8, 962331, 2022 | 27 | 2022 |
Stability evaluations of unlined horseshoe tunnels based on extreme learning neural network T Jearsiripongkul, S Keawsawasvong, R Banyong, S Seehavong, ... Computation 10 (6), 81, 2022 | 18 | 2022 |
Soft computing techniques for predicting penetration and uplift resistances of dual pipelines in cohesive soils DR Kumar, P Samui, W Wipulanusat, S Keawsawasvong, K Sangjinda, ... Engineered Science 24 (7), 897, 2023 | 17 | 2023 |
Developing soft-computing regression model for predicting bearing capacity of eccentrically loaded footings on anisotropic clay K Sangjinda, R Banyong, S Alzabeebee, S Keawsawasvong Artificial Intelligence in Geosciences 4, 68-75, 2023 | 12 | 2023 |
Bearing capacity of eccentrically loaded footings on rock masses using soft computing techniques DR Kumar, P Samui, W Wipulanusat, S Keawsawasvong, K Sangjinda, ... Eng Sci 24 (929), 929, 2023 | 12 | 2023 |
Machine learning approaches for prediction of the bearing capacity of ring foundations on rock masses DR Kumar, P Samui, W Wipulanusat, S Keawsawasvong, K Sangjinda, ... Earth Science Informatics 16 (4), 4153-4168, 2023 | 11 | 2023 |
Novel neural network-based metaheuristic models for the stability prediction of rectangular trapdoors in anisotropic and non-homogeneous clay K Sangjinda, DR Kumar, S Keawsawasvong, W Wipulanusat, ... Advances in Engineering Software 193, 103668, 2024 | 8 | 2024 |
Soft Computing-Based Models for Estimating the Ultimate Bearing Capacity of an Annular Footing on Hoek–Brown Material S Keawsawasvong, K Sangjinda, W Jitchaijaroen, S Alzabeebee, ... Arabian Journal for Science and Engineering 49 (4), 5989-6006, 2024 | 7 | 2024 |
Probabilistic analysis of the seismic bearing capacity of strip footings using RAFELA and MARS W Jitchaijaroen, NT Duong, VQ Lai, K Sangjinda, TS Nguyen, ... Geotechnical and Geological Engineering 42 (7), 6671-6695, 2024 | 6 | 2024 |
A machine learning regression approach for predicting the bearing capacity of a strip footing on rock mass under inclined and eccentric load. Front Built Environ 8, 962331 VQ Lai, K Sangjinda, S Keawsawasvong, A Eskandarinejad, VB Chauhan, ... | 6 | 2022 |
Data-driven modelling of bearing capacity of footings on spatially random anisotropic clays using ANN and Monte Carlo simulations K Sangjinda, W Jitchaijaroen, TS Nguyen, S Keawsawasvong, ... International Journal of Geotechnical Engineering, 1-17, 2024 | 5 | 2024 |
An extreme learning neural network approach for seismic bearing capacity estimation of planar caissons in nonhomogeneous clays VQ Lai, VB Chauhan, S Keawsawasvong, K Sangjinda, JT Chavda, ... Earth Science Informatics 17 (1), 251-270, 2024 | 4 | 2024 |
FELA Evaluation of Undrained Stability of Active Dual trapdoors in non-homogenous Soil H Rai, JT Chavda, S Keawsawasvong, K Sangjinda, P Jamsawang Indian Geotechnical Journal 53 (6), 1468-1478, 2023 | 1 | 2023 |
An application of coupling RAFELA and CatBoost model for tunnel stability prediction by considering the nonstationary random field of undrained shear strength K Sangjinda, S Keawsawasvong, TS Nguyen, P Jamsawang Modeling Earth Systems and Environment 11 (1), 1-23, 2025 | | 2025 |
Optimized ANN-based surrogate models for evaluating the stability of trapdoors in Hoek‒Brown rock masses K Sangjinda, S Keawsawasvong, P Jamsawang, A Senjuntichai, ... Earth Science Informatics 18 (1), 1-19, 2025 | | 2025 |
Stability Charts for Limiting Horizontal Normal Pressure on Cohesive-frictional Backfill for Deep Contiguous Piled Walls S Keawsawasvong, J Kumar, R Banyong, K Sangjinda Open Civil Engineering Journal 16 (1), 2022 | | 2022 |