Concepedia

Toshiyuki Bandai

TB

9

Publications

371

Citations

9

H-Index

2017

Active since

Affiliations

University of California, Merced(Current)

Lawrence Berkeley National Laboratory

Saitama University

The University of Tokyo

Toshiyuki Bandai is an author at University of California, Merced specializing in engineering, earth science, and civil engineering.

Top concepts

EngineeringHydrologyData ScienceHydrogeologyPorous MediaEarth ScienceHeat TransferSoil ModelingThermodynamicsMultiphase Flow

Publications per year

2017–2024

9

Publications

9

Physics‐Informed Neural Networks With Monotonicity Constraints for Richardson‐Richards Equation: Estimation of Constitutive Relationships and Soil Water Flux Density From Volumetric Water Content Measurements

Toshiyuki Bandai, Teamrat A. Ghezzehei · Water Resources Research · 2020 · 116 citations · Full text

Inverse Problem, Hydrogeology, Monotonicity Constraints +13

Forward and inverse modeling of water flow in unsaturated soils with discontinuous hydraulic conductivities using physics-informed neural networks with domain decomposition

Toshiyuki Bandai, Teamrat A. Ghezzehei · Hydrology and earth system sciences · 2022 · 79 citations · Full text

Engineering, Machine Learning, Physics-informed Neural Networks +16

Soil Science-Informed Machine Learning

Budiman Minasny, Toshiyuki Bandai, Teamrat A. Ghezzehei et al. · Geoderma · 2024 · 72 citations · Full text

The effect of particle size on thermal and solute dispersion in saturated porous media

Toshiyuki Bandai, Shoichiro Hamamoto, Gabriel C. Rau et al. · International Journal of Thermal Sciences · 2017 · 34 citations · Full text

Materials Science, Chemical Engineering, Pore Structure +10

Differentiable modeling to unify machine learning and physical models and advance Geosciences

Chaopeng Shen, Alison Appling, Pierre Gentine et al. · 2023 · 19 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +21

Rows per page

1–5 of 9