3 papers
cs.CV2025
DINO-YOLO: Self-Supervised Pre-training for Data-Efficient Object Detection in Civil Engineering Applications
Malaisree P, Youwai S, Kitkobsin T +3
Object detection in civil engineering applications is constrained by limited annotated data in specialized domains. We introduce DINO-YOLO, a hybrid architecture combining YOLOv12…
cs.LG2025
Explainable Artificial Intelligence Model for Evaluating Shear Strength Parameters of Municipal Solid Waste Across Diverse Compositional Profiles
Parichat Suknark, Sompote Youwaib, Tipok Kitkobsin +3
Accurate prediction of shear strength parameters in Municipal Solid Waste (MSW) remains a critical challenge in geotechnical engineering due to the heterogeneous nature of waste ma…
cs.LG2025
Evaluating and Explaining Earthquake-Induced Liquefaction Potential through Multi-Modal Transformers
Sompote Youwai, Tipok Kitkobsin, Sutat Leelataviwat +1
This study presents an explainable parallel transformer architecture for soil liquefaction prediction that integrates three distinct data streams: spectral seismic encoding, soil s…