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T. Bandai · SciRah

Researcher profile · Semantic Scholar

T. Bandai

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T. Bandai — researcher profile on SciRah

h-index: 10
Works: 23
Citations: 934

Most-cited papers

Differentiable modelling to unify machine learning and physical models for geosciences
Chao-Peng Shen, A. Appling, P. Gentine, T. Bandai +27 more
2023Nature Reviews Earth & Environment448 citations Open access
Semantic Scholar
Soil Science-Informed Machine Learning
B. Minasny, T. Bandai, T. Ghezzehei, Yin-Chung Huang +9 more
2024Geoderma144 citations Open access
Semantic Scholar
Forward and inverse modeling of water flow in unsaturated soils with discontinuous hydraulic conductivities using physics-informed neural networks with domain decomposition
T. Bandai, T. Ghezzehei
2022Hydrology and Earth System Sciences115 citations Open access
Semantic Scholar
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
T. Bandai, T. Ghezzehei
2021Water Resources Research107 citations Open access
Semantic Scholar
The effect of particle size on thermal and solute dispersion in saturated porous media
T. Bandai, S. Hamamoto, G. Rau, T. Komatsu +1 more
201728 citations Open access
Semantic Scholar
Differentiable modeling to unify machine learning and physical models and advance Geosciences
Chao-Peng Shen, A. Appling, P. Gentine, T. Bandai +25 more
2023arXiv.org22 citations Open access
Semantic Scholar
Climate forcing controls on carbon terrestrial fluxes during shale weathering
Lucien Stolze, B. Arora, D. Dwivedi, C. Steefel +3 more
2024Proceedings of the National Academy of Sciences of the United States of America16 citations Open access
Semantic Scholar
Learning Constitutive Relations From Soil Moisture Data via Physically Constrained Neural Networks
T. Bandai, T. Ghezzehei, P. Jiang, Patrick Kidger +2 more
2024Water Resources Research16 citations Open access
Semantic Scholar
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
T. Bandai, T. Ghezzehei
202015 citations Open access
Semantic Scholar
Development of an ERT‐Based Framework for Bentonite Buffers Monitoring From Laboratory Tests: 1. Characterizing Thermal–Hydrological–Mechanical Processes
Hang Chen, C. Chou, L. Peruzzo, Sharon Borglin +7 more
2025Journal of Geophysical Research - Solid Earth10 citations Open access
Semantic Scholar
JAX‐CanVeg: A Differentiable Land Surface Model
P. Jiang, Patrick Kidger, T. Bandai, D. Baldocchi +6 more
2025Water Resources Research7 citations Open access
Semantic Scholar
Development of an ERT‐Based Framework for Bentonite Buffers Monitoring From Laboratory Tests: 2. Quantitative Moisture Dynamics Estimation Model
Hang Chen, C. Chou, L. Peruzzo, Sharon Borglin +7 more
2025Journal of Geophysical Research - Solid Earth5 citations Open access
Semantic Scholar
Estimating soil hydraulic properties from oven-dry to full saturation using shortwave infrared imaging and inverse modeling
T. Bandai, Morteza Sadeghi, Ebrahim Babaeian, Scott B. Jones +2 more
2024Journal of Hydrology5 citations Open access
Semantic Scholar
多孔質体の熱物性が固相と液相間の熱平衡・熱非平衡下の熱輸送に与える影響
T. Bandai, S. Hamamoto, Gabrieli Rau, T. Komatsu +1 more
2023Journal of Groundwater Hydrology5 citations Open access
Semantic Scholar
Reliable and Practical Inverse Modeling of Natural‐State Geothermal Systems Using Physics‐Informed Neural Networks: Three‐Dimensional Model Construction and Assimilation With Magnetotelluric Data
K. Ishitsuka, K. Ishizu, N. Watanabe, Y. Yamaya +7 more
2025Journal of Geophysical Research4 citations Open access
Semantic Scholar
Physics-informed neural networks for Richardson-Richards equation: Estimation of constitutive relationships and soil water flux density from volumetric water content measurements
T. Bandai, T. Ghezzehei
20202 citations
Semantic Scholar
Reactive transport modeling to support long-term monitoring strategy: Ion exchange induced contaminant remobilization at subsurface contaminated sites influenced by abrupt changes in geochemical conditions.
Sol Han, H. Gonzalez-Raymat, M. Denham, T. Bandai +3 more
2026Journal of Contaminant Hydrology0 citations Open access
Semantic Scholar
Inverse modeling in vadose zone geochemistry using differentiable modeling in JAX
T. Bandai, Carl I. Steefel
2024Goldschmidt2024 abstracts0 citations Open access
Semantic Scholar
Inverse solution of soil water dynamics using physics-constrained machine learning
T. Bandai, T. Ghezzehei
20190 citations
Semantic Scholar
Estimation and Forecasting Potential Evapotranspiration Using Limited Hydrometeorological Data
T. Ghezzehei, T. Bandai
20190 citations Open access
Semantic Scholar
Experimental and numerical evaluation of LTNE in saturated porous media under forced convection
T. Bandai, S. Hamamoto, H. Imoto, T. Komatsu +1 more
20170 citations
Semantic Scholar
Thermal non-equilibrium between solid and liquid phases in forced convective heat transport
T. Bandai, S. Hamamoto, H. Imoto, T. Nishimura +1 more
20160 citations
Semantic Scholar
Experimental study on the validation of thermal equilibrium assumption between solid and liquid phases in convective heat flow in porous media
T. Bandai, S. Hamamoto, H. Imoto, T. Nishimura +1 more
20150 citations
Semantic Scholar

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