Presentation Information
[12PM2-Te-04]Proposal of a method for estimating geotechnical parameters combining Physics-Informed Neural Networks and Bayesian estimation
*Ryusei Fukunaga1, Shinichi Ito1, Kazunari Sako2 (1. Ritsumeikan University, 2. Kagoshima University)
Keywords:
Physics-Informed Neural Networks,Bayesian estimation,Markov chain Monte Carlo method,geotechnical parameters,coefficient of consolidation,surrogate model