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 | 380 | 2013 |
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 | 351 | 2012 |
Prognostic validation of a neural network unified physics parameterization ND Brenowitz, CS Bretherton Geophysical Research Letters 45 (12), 6289-6298, 2018 | 323 | 2018 |
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 | 136 | 2019 |
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 | 98 | 2020 |
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 | 71 | 2021 |
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 | 52 | 2022 |
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 | 31 | 2020 |
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 | 21 | 2022 |
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 | 11 | 2021 |
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 | 10 | 2018 |
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 | 7 | 2023 |
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 | 7 | 2023 |
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 | 7 | 2023 |
Nonlinear Laplacian spectral analysis of Rayleigh–Bénard convection ND Brenowitz, D Giannakis, AJ Majda Journal of Computational Physics 315, 536-553, 2016 | 7 | 2016 |
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 | 5 | 2023 |
Prognostic Validation of a Neural Network Unified Physics Parameterization, Geophysical Research 695 Letters, 45, 6289–6298 ND Brenowitz, CS Bretherton | 5 | 2018 |
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 | 5 | 2016 |
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 | 4 | 2022 |
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 | 4 | 2012 |