| Differentiable modelling to unify machine learning and physical models for geosciences C Shen, AP Appling, P Gentine, T Bandai, H Gupta, A Tartakovsky, ... Nature Reviews Earth & Environment 4 (8), 552-567, 2023 | 382 | 2023 |
| Physics‐informed neural networks with monotonicity constraints for Richardson‐Richards equation: Estimation of constitutive relationships and soil water flux density from … T Bandai, TA Ghezzehei Water Resources Research, e2020WR027642, 2020 | 124 | 2020 |
| Forward and inverse modeling of water flow in unsaturated soils with discontinuous hydraulic conductivities using physics-informed neural networks with domain decomposition T Bandai, TA Ghezzehei Hydrology and Earth System Sciences Discussions 2022, 1-42, 2022 | 104 | 2022 |
| Soil science-informed machine learning B Minasny, T Bandai, TA Ghezzehei, YC Huang, Y Ma, AB McBratney, ... Geoderma 452, 117094, 2024 | 71 | 2024 |
| The effect of particle size on thermal and solute dispersion in saturated porous media T Bandai, S Hamamoto, GC Rau, T Komatsu, T Nishimura International Journal of Thermal Sciences 122, 74-84, 2017 | 33 | 2017 |
| Learning constitutive relations from soil moisture data via physically constrained neural networks T Bandai, TA Ghezzehei, P Jiang, P Kidger, X Chen, CI Steefel Water Resources Research 60 (7), e2024WR037318, 2024 | 12 | 2024 |
| Climate forcing controls on carbon terrestrial fluxes during shale weathering L Stolze, B Arora, D Dwivedi, CI Steefel, T Bandai, Y Wu, P Nico Proceedings of the National Academy of Sciences 121 (27), e2400230121, 2024 | 11 | 2024 |
| JAX‐CanVeg: A differentiable land surface model P Jiang, P Kidger, T Bandai, D Baldocchi, H Liu, Y Xiao, Q Zhang, ... Water Resources Research 61 (3), e2024WR038116, 2025 | 7 | 2025 |
| Effects of thermal properties of porous media on local thermal (non-) equilibrium heat transport T BANDAI, S HAMAMOTO, GC RAU, T KOMATSU, T NISHIMURA Journal of Groundwater Hydrology 65 (2), 125-139, 2023 | 6 | 2023 |
| Estimating soil hydraulic properties from oven-dry to full saturation using shortwave infrared imaging and inverse modeling T Bandai, M Sadeghi, E Babaeian, SB Jones, M Tuller, TA Ghezzehei Journal of Hydrology 635, 131132, 2024 | 5* | 2024 |
| Development of an ERT‐based framework for bentonite buffers monitoring from laboratory tests: 1. Characterizing thermal–hydrological–mechanical processes H Chen, C Chou, L Peruzzo, S Borglin, C Chang, T Bandai, T Kneafsey, ... Journal of Geophysical Research: Solid Earth 130 (8), e2024JB030798, 2025 | 3 | 2025 |
| Inverse modeling of soil moisture dynamics: Estimation of soil hydraulic properties and surface water flux T Bandai University of California, Merced, 2022 | 3 | 2022 |
| Development of an ERT‐based framework for bentonite buffers monitoring from laboratory tests: 2. Quantitative moisture dynamics estimation model H Chen, C Chou, L Peruzzo, S Borglin, C Chang, T Bandai, T Kneafsey, ... Journal of Geophysical Research: Solid Earth 130 (8), e2024JB030799, 2025 | 2 | 2025 |
| Reliable and practical inverse modeling of natural‐state geothermal systems using physics‐informed neural networks: Three‐dimensional model construction and assimilation with … K Ishitsuka, K Ishizu, N Watanabe, Y Yamaya, A Suzuki, T Bandai, Y Ohta, ... Journal of Geophysical Research: Machine Learning and Computation 2 (3 …, 2025 | 1 | 2025 |
Teamrat A. GhezzeheiUniversity of California, MercedVerified email at ucmerced.edu
