@article{CTT100930962, author = {Koravith Tiprak and Kouichi Takeya and Eiichi Sasaki}, title = {Integrated neural networks – Particle Swarm Optimization for probabilistic finite element model updating: application to a prestressed concrete girder bridge}, journal = {Structure and Infrastructure Engineering}, year = 2025, } @inproceedings{CTT100928264, author = {Koravith Tiprak and Kouichi Takeya and Eiichi Sasaki}, title = {Multi-Restart CMA-ES with NNs and SNT for Finite Element Model Updating: A Case of a Short-Span Prestressed Concrete Girder Bridge}, booktitle = {The 18th East Asia-Pacific Conference on Structural Engineering and Construction (EASEC-18)}, year = 2024, } @inproceedings{CTT100928268, author = {Koravith Tiprak and Kouichi Takeya and Eiichi Sasaki}, title = {Neural Network Dynamic Metamodels for a Highly Detailed Cable-Stayed Bridge Finite Element Model}, booktitle = {}, year = 2024, }