Current Position
PhD Candidate
Soil Physics Laboratory at University of California, Merced
Sustainability Research and Engineering Building, Room 469, 5200 North Lake Rd. Merced, CA, 95343
Biography (CV is available from here)
- 2018-Current: PhD program, Environmental Systems, Life and Environmental Sciences Department, University of California, Merced
- 2017-2018: Research Fellow DC1, Japan Society for the Promotion of Science, Japan
- 2015-2017: M.S., Biological and Environmental Engineering, The University of Tokyo, Japan
- 2016: Junior Visiting Research Fellow, UNSW Sydney, Australia
- 2011-2015: B.S., Department of Agriculture, The University of Tokyo, Japan
Announcements
- 08/30/2022: The latest work on the application of physics-informed neural networks to soil moisture dynamics is published on HESS. The code is available from here.
Publications
Google Scholar is very smart.
Research Interests
- Energy and mass transport in porous media
- Unsaturated water flow in arid regions
- Numerical methods to solve the Richardson-Richards equation
- Solving differential equations using neural networks (physics-informed neural networks)
- Bayesian inference for inverse problems governed by partial differential equations using adjoint-based gradient and Hessian-apply derivation
Copyright 2022 Toshiyuki Bandai