Sompote Youwai

17 papers Journal 16Unranked 1

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	DINO-YOLO: Self-Supervised Pre-training for Data-Efficient Object Detection in Civil Engineering Applications. CoRR Malaisree P, Sompote Youwai, Tipok Kitkobsin, Janrungautai S, D. Amorndechaphon, Rojanavasu P
2025	J	`jnl`	Developing an explainable artificial intelligent (XAI) model for predicting pile driving vibrations in Bangkok's subsoil. Neural Comput. Appl. Sompote Youwai, Anuwat Pamungmoon
2025	J	`jnl`	Evaluating and Explaining Earthquake-Induced Liquefaction Potential through Multi-Modal Transformers. CoRR Sompote Youwai, Tipok Kitkobsin, Sutat Leelataviwat, Pornkasem Jongpradist
2025	J	`jnl`	Explainable Artificial Intelligence Model for Evaluating Shear Strength Parameters of Municipal Solid Waste Across Diverse Compositional Profiles. CoRR Parichat Suknark, Sompote Youwai, Tipok Kitkobsin, Sirintornthep Towprayoon, Chart Chiemchaisri, Komsilp Wangyao
2025	J	`jnl`	Explainable Dual-Attention Tabular Transformer for Soil Electrical Resistivity Prediction: A Decision Support Framework for High-Voltage Substation Construction. CoRR Warat Kongkitkul, Sompote Youwai, Warut Sakulpojworachai
2025	J	`jnl`	Investigating the Potential of Large Language Model-Based Router Multi-Agent Architectures for Foundation Design Automation: A Task Classification and Expert Selection Study. CoRR Sompote Youwai, David Phim, Vianne Gayl Murcia, Rianne Clair Onas
2025	J	`jnl`	Load-deformation prediction of bored piles using sequential soil profile encoding with transformer architecture: A study of Bangkok subsoil. Expert Syst. Appl. Sompote Youwai, Chissanupong Thongnoo
2025	J	`jnl`	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. Sompote Youwai, Sirasak Detcheewa
2025	J	`jnl`	Triple Attention Transformer Architecture for Time-Dependent Concrete Creep Prediction. CoRR Warayut Dokduea, Weerachart Tangchirapat, Sompote Youwai
2024	—	`conf`	CTrPile: A Computer Vision and Transformer Approach for Pile Capacity Estimation from Dynamic Pile Load Test. CAI Sompote Youwai, Parchya Makam
2024	J	`jnl`	Developing an Explainable Artificial Intelligent (XAI) Model for Predicting Pile Driving Vibrations in Bangkok's Subsoil. CoRR Sompote Youwai, Anuwat Pamungmoon
2024	J	`jnl`	Explainable Artificial Intelligent (XAI) for Predicting Asphalt Concrete Stiffness and Rutting Resistance: Integrating Bailey's Aggregate Gradation Method. CoRR Warat Kongkitkul, Sompote Youwai, Siwipa Khamsoy, Manaswee Feungfung
2024	J	`jnl`	YOLO9tr: A Lightweight Model for Pavement Damage Detection Utilizing a Generalized Efficient Layer Aggregation Network and Attention Mechanism. CoRR Sompote Youwai, Achitaphon Chaiyaphat, Pawarotorn Chaipetch
2024	J	`jnl`	YOLO9tr: a lightweight model for pavement damage detection utilizing a generalized efficient layer aggregation network and attention mechanism. J. Real Time Image Process. Sompote Youwai, Achitaphon Chaiyaphat, Pawarotorn Chaipetch
2023	J	`jnl`	Computer Vision for Particle Size Analysis of Coarse-Grained Soils. CoRR Sompote Youwai, Parchya Makam
2023	J	`jnl`	Transformer Based Model for Predicting Rapid Impact Compaction Outcomes: A Case Study of Utapao International Airport. CoRR Sompote Youwai, Sirasak Detcheewa
2023	J	`jnl`	Transformer-Based Deep Learning Model for Bored Pile Load-Deformation Prediction in Bangkok Subsoil. CoRR Sompote Youwai, Chissanupong Thongnoo