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2020 – today
- 2025
[j3]Sompote Youwai
, Sirasak Detcheewa:
Predicting rapid impact compaction of soil using a parallel transformer and long short-term memory architecture for sequential soil profile encoding. Eng. Appl. Artif. Intell. 139: 109664 (2025)- [j2]Sompote Youwai, Chissanupong Thongnoo:
Load-deformation prediction of bored piles using sequential soil profile encoding with transformer architecture: A study of Bangkok subsoil. Expert Syst. Appl. 275: 127085 (2025) - [i8]Sompote Youwai, Tipok Kitkobsin, Sutat Leelataviwat, Pornkasem Jongpradist:
Evaluating and Explaining Earthquake-Induced Liquefaction Potential through Multi-Modal Transformers. CoRR abs/2502.10446 (2025) - [i7]Parichat Suknark, Sompote Youwai, Tipok Kitkobsin, Sirintornthep Towprayoon, Chart Chiemchaisri, Komsilp Wangyao:
Explainable Artificial Intelligence Model for Evaluating Shear Strength Parameters of Municipal Solid Waste Across Diverse Compositional Profiles. CoRR abs/2502.15827 (2025) - 2024
- [j1]Sompote Youwai, Achitaphon Chaiyaphat, Pawarotorn Chaipetch:
YOLO9tr: a lightweight model for pavement damage detection utilizing a generalized efficient layer aggregation network and attention mechanism. J. Real Time Image Process. 21(5): 163 (2024) - [i6]Sompote Youwai, Achitaphon Chaiyaphat, Pawarotorn Chaipetch:
YOLO9tr: A Lightweight Model for Pavement Damage Detection Utilizing a Generalized Efficient Layer Aggregation Network and Attention Mechanism. CoRR abs/2406.11254 (2024) - [i5]Sompote Youwai, Anuwat Pamungmoon:
Developing an Explainable Artificial Intelligent (XAI) Model for Predicting Pile Driving Vibrations in Bangkok's Subsoil. CoRR abs/2409.05918 (2024) - [i4]Warat Kongkitkul, Sompote Youwai, Siwipa Khamsoy, Manaswee Feungfung:
Explainable Artificial Intelligent (XAI) for Predicting Asphalt Concrete Stiffness and Rutting Resistance: Integrating Bailey's Aggregate Gradation Method. CoRR abs/2410.21298 (2024) - 2023
- [i3]Sompote Youwai, Parchya Makam:
Computer Vision for Particle Size Analysis of Coarse-Grained Soils. CoRR abs/2311.06613 (2023) - [i2]Sompote Youwai, Sirasak Detcheewa:
Transformer Based Model for Predicting Rapid Impact Compaction Outcomes: A Case Study of Utapao International Airport. CoRR abs/2311.17959 (2023) - [i1]Sompote Youwai, Chissanupong Thongnoo:
Transformer-Based Deep Learning Model for Bored Pile Load-Deformation Prediction in Bangkok Subsoil. CoRR abs/2312.03041 (2023)
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