論文

• Koravith Tiprak, Kouichi Takeya, Eiichi Sasaki. Integrated neural networks – Particle Swarm Optimization for probabilistic finite element model updating: application to a prestressed concrete girder bridge, Structure and Infrastructure Engineering, Jan. 2025.

国際会議発表 (査読有り)

• Koravith Tiprak, Kouichi Takeya, Eiichi Sasaki. Multi-Restart CMA-ES with NNs and SNT for Finite Element Model Updating: A Case of a Short-Span Prestressed Concrete Girder Bridge, The 18th East Asia-Pacific Conference on Structural Engineering and Construction (EASEC-18), The 18th East Asia-Pacific Conference on Structural Engineering and Construction (EASEC-18), Nov. 2024.
• Koravith Tiprak, Kouichi Takeya, Eiichi Sasaki. Neural Network Dynamic Metamodels for a Highly Detailed Cable-Stayed Bridge Finite Element Model, IABSE Symposium Manchester 2024, IABSE Symposium Manchester 2024, pp. 1149-1157, Apr. 2024.

学位論文

• Probabilistic Digital Twin-Based Structural Health Monitoring of Bridges: From FEM Development to Model Updating and Applications,  Thesis,  Institute of Science Tokyo, 
• Probabilistic Digital Twin-Based Structural Health Monitoring of Bridges: From FEM Development to Model Updating and Applications,  Outline,  Institute of Science Tokyo, 
• Probabilistic Digital Twin-Based Structural Health Monitoring of Bridges: From FEM Development to Model Updating and Applications,  Summary,  Institute of Science Tokyo, 

[ BibTeX 形式で保存 ]    [ 論文・著書をCSV形式で保存 ]    [ 特許をCSV形式で保存 ]