Sompote Youwai

According to our database, Sompote Youwai authored at least 15 papers between 2023 and 2025.

Collaborative distances:

• Dijkstra number of seven.
• Erdős number of six.

2025

DINO-YOLO: Self-Supervised Pre-training for Data-Efficient Object Detection in Civil Engineering Applications.

Malaisree P, Sompote Youwai, Tipok Kitkobsin, Janrungautai S, D. Amorndechaphon, Rojanavasu P

CoRR, October, 2025

Developing an explainable artificial intelligent (XAI) model for predicting pile driving vibrations in Bangkok's subsoil.

Sompote Youwai, Anuwat Pamungmoon

Neural Comput. Appl., June, 2025

Investigating the Potential of Large Language Model-Based Router Multi-Agent Architectures for Foundation Design Automation: A Task Classification and Expert Selection Study.

Sompote Youwai, David Phim, Vianne Gayl Murcia, Rianne Clair Onas

CoRR, June, 2025

Triple Attention Transformer Architecture for Time-Dependent Concrete Creep Prediction.

Warayut Dokduea, Weerachart Tangchirapat, Sompote Youwai

CoRR, June, 2025

Explainable Dual-Attention Tabular Transformer for Soil Electrical Resistivity Prediction: A Decision Support Framework for High-Voltage Substation Construction.

Warat Kongkitkul, Sompote Youwai, Warut Sakulpojworachai

CoRR, April, 2025

Explainable Artificial Intelligence Model for Evaluating Shear Strength Parameters of Municipal Solid Waste Across Diverse Compositional Profiles.

Parichat Suknark, Sompote Youwai, Tipok Kitkobsin, Sirintornthep Towprayoon, Chart Chiemchaisri, Komsilp Wangyao

CoRR, February, 2025

Evaluating and Explaining Earthquake-Induced Liquefaction Potential through Multi-Modal Transformers.

Sompote Youwai, Tipok Kitkobsin, Sutat Leelataviwat, Pornkasem Jongpradist

CoRR, February, 2025

Load-deformation prediction of bored piles using sequential soil profile encoding with transformer architecture: A study of Bangkok subsoil.

Sompote Youwai, Chissanupong Thongnoo

Expert Syst. Appl., 2025

Predicting rapid impact compaction of soil using a parallel transformer and long short-term memory architecture for sequential soil profile encoding.

Sompote Youwai, Sirasak Detcheewa

Eng. Appl. Artif. Intell., 2025

2024

YOLO9tr: a lightweight model for pavement damage detection utilizing a generalized efficient layer aggregation network and attention mechanism.

Sompote Youwai, Achitaphon Chaiyaphat, Pawarotorn Chaipetch

J. Real Time Image Process., October, 2024

Explainable Artificial Intelligent (XAI) for Predicting Asphalt Concrete Stiffness and Rutting Resistance: Integrating Bailey's Aggregate Gradation Method.

Warat Kongkitkul, Sompote Youwai, Siwipa Khamsoy, Manaswee Feungfung

CoRR, 2024

CTrPile: A Computer Vision and Transformer Approach for Pile Capacity Estimation from Dynamic Pile Load Test.

Sompote Youwai, Parchya Makam

Proceedings of the IEEE Conference on Artificial Intelligence, 2024

2023

Transformer-Based Deep Learning Model for Bored Pile Load-Deformation Prediction in Bangkok Subsoil.

Sompote Youwai, Chissanupong Thongnoo

CoRR, 2023

Transformer Based Model for Predicting Rapid Impact Compaction Outcomes: A Case Study of Utapao International Airport.

Sompote Youwai, Sirasak Detcheewa

CoRR, 2023

Computer Vision for Particle Size Analysis of Coarse-Grained Soils.

Sompote Youwai, Parchya Makam

CoRR, 2023