Concepedia

Toshiyuki Bandai

TB

Statistics

Publications

9

Citations

441

H-Index

9

Active since

2017

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 earth sciences, soil sciences, and agriculture.

ORCID

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 · 130 citations · Full text

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Soil Science-Informed Machine Learning

Budiman Minasny, Toshiyuki Bandai, Teamrat A. Ghezzehei et al. · Geoderma · 2024 · 104 citations · Full text

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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 · 91 citations · Full text

, , +17

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 · 37 citations · Full text

, , +15

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

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