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Ignacio Lopez-Gomez
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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
272020
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), e220035, 2023
262023
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
222022
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
212020
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
82023
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
62021
An Improved Perturbation Pressure Closure for Eddy-Diffusivity Mass-Flux Schemes
J He, Y Cohen, I Lopez-Gomez, A Jaruga, T Schneider
52020
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
42022
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
22021
A robust asymmetrical contact algorithm for explicit solid dynamics
D del Pozo, I Lopez-Gomez, I Romero
Computational Mechanics 64, 15-32, 2019
22019
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
12022
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
2024
A posteriori learning of closures for geophysical turbulence using ensemble Kalman inversion
Y Guan, P Hassanzadeh, T Schneider, Z Huang, O Dunbar, ...
Bulletin of the American Physical Society, 2023
2023
A Net-Dissipation Parameterization of Turbulence in the Atmospheric Boundary Layer
I Lopez-Gomez, Y Cohen, J He, A Jaruga, T Schneider
103rd AMS Annual Meeting, 2023
2023
Learning Entrainment Closures with Neural Networks in a Hybrid Machine-learning Parameterization
C Christopoulos, I Lopez-Gomez, Y Cohen, T Schneider, TG Beucler
103rd AMS Annual Meeting, 2023
2023
Enhanced deep learning-based forecasting of extreme heat through custom exponential losses
I Lopez-Gomez, A McGovern, S Agrawal, J Hickey
103rd AMS Annual Meeting, 2023
2023
A Unified Data-Informed Model of Turbulence and Convection for Climate Prediction
IL Gómez
California Institute of Technology, 2023
2023
Global Extreme Heat Forecasting on Subseasonal Time Scales Using Deep Learning
I Lopez-Gomez, A McGovern, S Agrawal, J Hickey
102nd American Meteorological Society Annual Meeting, 2022
2022
Calibrating parameterizations with ensemble Kalman methods and high-resolution data
I Lopez-Gomez, Y Cohen, Z Shen, HLL Ervik, T Schneider
AGU Fall Meeting Abstracts 2021, A55C-1387, 2021
2021
On coupling (and separating) subgrid scale turbulence and cloud microphysics processes in Julia.
A Jaruga, I Lopez-Gomez, Y Cohen, J He, Z Shen, C Kawczynski, ...
AGU Fall Meeting Abstracts 2021, A22F-07, 2021
2021
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