| Training Physics‐Based Machine‐Learning Parameterizations With Gradient‐Free Ensemble Kalman Methods I Lopez‐Gomez, C Christopoulos, HL Langeland Ervik, ORA Dunbar, ... Journal of Advances in Modeling Earth Systems 14 (8), e2022MS003105, 2022 | 41 | 2022 |
| Global extreme heat forecasting using neural weather models I Lopez-Gomez, A McGovern, S Agrawal, J Hickey Artificial Intelligence for the Earth Systems 2 (1), 2023 | 39 | 2023 |
| A generalized mixing length closure for eddy‐diffusivity mass‐flux schemes of turbulence and convection I Lopez‐Gomez, Y Cohen, J He, A Jaruga, T Schneider Journal of Advances in Modeling Earth Systems 12 (11), e2020MS002161, 2020 | 31 | 2020 |
| Unified Entrainment and Detrainment Closures for Extended Eddy‐Diffusivity Mass‐Flux Schemes Y Cohen, I Lopez‐Gomez, A Jaruga, J He, CM Kaul, T Schneider Journal of Advances in Modeling Earth Systems 12 (9), e2020MS002162, 2020 | 24 | 2020 |
| Generative emulation of weather forecast ensembles with diffusion models L Li, R Carver, I Lopez-Gomez, F Sha, J Anderson Science Advances 10 (13), eadk4489, 2024 | 23 | 2024 |
| SEEDS: Emulation of Weather Forecast Ensembles with Diffusion Models L Li, R Carver, I Lopez-Gomez, F Sha, J Anderson arXiv preprint arXiv:2306.14066, 2023 | 17 | 2023 |
| Pushing the frontiers in climate modelling and analysis with machine learning V Eyring, WD Collins, P Gentine, EA Barnes, M Barreiro, T Beucler, ... Nature Climate Change 14 (9), 916-928, 2024 | 12 | 2024 |
| EnsembleKalmanProcesses. jl: Derivative-free ensemble-based model calibration R Oliver, I Lopez-Gomez, A Garbuno-Iñigo, DZ Huang, E Bach, J Wu Journal of Open Source Software 7 (80), 4869, 2022 | 12 | 2022 |
| Top-of-atmosphere albedo bias from neglecting three-dimensional cloud radiative effects CE Singer, I Lopez-Gomez, X Zhang, T Schneider Journal of the Atmospheric Sciences 78 (12), 4053-4069, 2021 | 9 | 2021 |
| An Improved Perturbation Pressure Closure for Eddy-Diffusivity Mass-Flux Schemes J He, Y Cohen, I Lopez-Gomez, A Jaruga, T Schneider | 6 | 2020 |
| Anthroponumbers. org: A quantitative database of human impacts on Planet Earth G Chure, RA Banks, AI Flamholz, NS Sarai, M Kamb, I Lopez-Gomez, ... Patterns 3 (9), 2022 | 2 | 2022 |
| The Anthropocene by the Numbers: A Quantitative Snapshot of Humanity's Influence on the Planet G Chure, RA Banks, AI Flamholz, NS Sarai, M Kamb, I Lopez-Gomez, ... arXiv preprint arXiv:2101.09620, 2021 | 2 | 2021 |
| A robust asymmetrical contact algorithm for explicit solid dynamics D del Pozo, I Lopez-Gomez, I Romero Computational Mechanics 64, 15-32, 2019 | 2 | 2019 |
| Online learning of entrainment closures in a hybrid machine learning parameterization C Christopoulos, I Lopez‐Gomez, T Beucler, Y Cohen, C Kawczynski, ... Journal of Advances in Modeling Earth Systems 16 (11), e2024MS004485, 2024 | 1 | 2024 |
| Online learning of eddy-viscosity and backscattering closures for geophysical turbulence using ensemble Kalman inversion Y Guan, P Hassanzadeh, T Schneider, O Dunbar, DZ Huang, J Wu, ... arXiv preprint arXiv:2409.04985, 2024 | 1 | 2024 |
| A probabilistic framework for learning non-intrusive corrections to long-time climate simulations from short-time training data BB Sorensen, L Zepeda-Núñez, I Lopez-Gomez, ZY Wan, R Carver, ... arXiv preprint arXiv:2408.02688, 2024 | 1 | 2024 |
| A Unified Data-Informed Model of Turbulence and Convection for Climate Prediction IL Gómez California Institute of Technology, 2023 | 1 | 2023 |
| Hybrid dynamical-generative downscaling of climate model ensembles I Lopez-Gomez, ZY Wan, L Zepeda-Núñez, T Schneider, J Anderson, ... AGU24, 2024 | | 2024 |
| Dynamical-generative downscaling of climate model ensembles I Lopez-Gomez, ZY Wan, L Zepeda-Núñez, T Schneider, J Anderson, ... arXiv preprint arXiv:2410.01776, 2024 | | 2024 |
| A probabilistic framework for learning non-intrusive corrections to long-time climate simulations from short-time training data B Barthel Sorensen, L Zepeda-Núñez, I Lopez-Gomez, ZY Wan, R Carver, ... arXiv e-prints, arXiv: 2408.02688, 2024 | | 2024 |
Tapio SchneiderProfessor, California Institute of TechnologyVerified email at caltech.edu
