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Noah Brenowitz
Noah Brenowitz
Verified email at nvidia.com - Homepage
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Year
Integrated strategy for improving functional connectivity mapping using multiecho fMRI
P Kundu, ND Brenowitz, V Voon, Y Worbe, PE Vértes, SJ Inati, ZS Saad, ...
Proceedings of the National Academy of Sciences 110 (40), 16187-16192, 2013
3782013
Whole-brain, time-locked activation with simple tasks revealed using massive averaging and model-free analysis
J Gonzalez-Castillo, ZS Saad, DA Handwerker, SJ Inati, N Brenowitz, ...
Proceedings of the National Academy of Sciences 109 (14), 5487-5492, 2012
3512012
Prognostic validation of a neural network unified physics parameterization
ND Brenowitz, CS Bretherton
Geophysical Research Letters 45 (12), 6289-6298, 2018
3162018
Spatially extended tests of a neural network parametrization trained by coarse‐graining
ND Brenowitz, CS Bretherton
Journal of Advances in Modeling Earth Systems 11 (8), 2728-2744, 2019
1312019
Interpreting and stabilizing machine-learning parametrizations of convection
ND Brenowitz, T Beucler, M Pritchard, CS Bretherton
Journal of the Atmospheric Sciences 77 (12), 4357-4375, 2020
952020
Correcting weather and climate models by machine learning nudged historical simulations
O Watt‐Meyer, ND Brenowitz, SK Clark, B Henn, A Kwa, J McGibbon, ...
Geophysical Research Letters 48 (15), e2021GL092555, 2021
692021
Correcting coarse‐grid weather and climate models by machine learning from global storm‐resolving simulations
CS Bretherton, B Henn, A Kwa, ND Brenowitz, O Watt‐Meyer, J McGibbon, ...
Journal of Advances in Modeling Earth Systems 14 (2), e2021MS002794, 2022
462022
Machine learning climate model dynamics: Offline versus online performance
ND Brenowitz, B Henn, J McGibbon, SK Clark, A Kwa, WA Perkins, ...
arXiv preprint arXiv:2011.03081, 2020
302020
Correcting a 200 km resolution climate model in multiple climates by machine learning from 25 km resolution simulations
SK Clark, ND Brenowitz, B Henn, A Kwa, J McGibbon, WA Perkins, ...
Journal of Advances in Modeling Earth Systems 14 (9), e2022MS003219, 2022
192022
fv3gfs-wrapper: a Python wrapper of the FV3GFS atmospheric model
J McGibbon, ND Brenowitz, M Cheeseman, SK Clark, J Dahm, E Davis, ...
Geoscientific Model Development Discussions 2021, 1-14, 2021
112021
The multiscale impacts of organized convection in global 2‐D cloud‐resolving models
ND Brenowitz, AJ Majda, Q Yang
Journal of Advances in Modeling Earth Systems 10 (8), 2009-2025, 2018
102018
Nonlinear Laplacian spectral analysis of Rayleigh–Bénard convection
ND Brenowitz, D Giannakis, AJ Majda
Journal of Computational Physics 315, 536-553, 2016
72016
ClimSim: An open large-scale dataset for training high-resolution physics emulators in hybrid multi-scale climate simulators
S Yu, WM Hannah, L Peng, MA Bhouri, R Gupta, J Lin, B Lütjens, JC Will, ...
arXiv preprint arXiv:2306.08754, 2023
52023
Machine‐learned climate model corrections from a global storm‐resolving model: Performance across the annual cycle
A Kwa, SK Clark, B Henn, ND Brenowitz, J McGibbon, O Watt‐Meyer, ...
Journal of Advances in Modeling Earth Systems 15 (5), e2022MS003400, 2023
52023
Prognostic Validation of a Neural Network Unified Physics Parameterization, Geophysical Research 695 Letters, 45, 6289–6298
ND Brenowitz, CS Bretherton
52018
Non-local convergence coupling in a simple stochastic convection model
ND Brenowitz, Y Frenkel, AJ Majda
Dynamics of Atmospheres and Oceans 74, 30-49, 2016
52016
ACE: A fast, skillful learned global atmospheric model for climate prediction
O Watt-Meyer, G Dresdner, J McGibbon, SK Clark, B Henn, J Duncan, ...
arXiv preprint arXiv:2310.02074, 2023
42023
Generative residual diffusion modeling for km-scale atmospheric downscaling
M Mardani, N Brenowitz, Y Cohen, J Pathak, CY Chen, CC Liu, A Vahdat, ...
arXiv preprint arXiv:2309.15214, 2023
42023
Improving the predictions of ML-corrected climate models with novelty detection
C Sanford, A Kwa, O Watt-Meyer, S Clark, N Brenowitz, J McGibbon, ...
arXiv preprint arXiv:2211.13354, 2022
42022
High spatial and temporal resolution fcMRI with BOLD selectivity using multiecho simultaneous multislice EPI
V Olafsson, J Guo, CW Wong, P Kundu, S Inati, WM Luh, ...
Proceedings of the 20th ISMRM 2068, 2012
42012
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