Presentation Information
[11PM2-Ie-14]An attempt to estimate bedload transport rate in planar two-dimensional flow using Physics-Informed Neural Networks
*Yohei Mogi1, Yuki Ohara1, Hiroyasu Yasuda2 (1. Graduate School of Science and Technology, Niigata University, 2. Research Institute for Natural Hazard and Disaster Recovery ,Niigata University)
Keywords:
bedload transport rate,Physics-Informed Neural Networks,deep learning,bed deformation