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Ziwei Li
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Benchmarking of machine learning ocean subgrid parameterizations in an idealized model
A Ross, Z Li, P Perezhogin, C Fernandez‐Granda, L Zanna
Journal of Advances in Modeling Earth Systems 15 (1), 2023
642023
Response of vertical velocities in extratropical precipitation extremes to climate change
Z Li, PA O’Gorman
Journal of Climate 33 (16), 7125-7139, 2020
512020
Lightning enhancement in moist convection with smoke‐laden air advected from Australian wildfires
Y Liu, E Williams, Z Li, A Guha, J LaPierre, M Stock, S Heckman, Y Zhang, ...
Geophysical Research Letters 48 (11), e2020GL092355, 2021
262021
Quantitative attribution of vertical motion responsible for summer heavy rainfall over North China
Y Zhao, L Deng, Z Li, Y Wang
Journal of Geophysical Research: Atmospheres 127 (2), e2021JD035765, 2022
232022
Response of extreme precipitation to uniform surface warming in quasi-global aquaplanet simulations at high resolution
PA O’Gorman, Z Li, WR Boos, J Yuval
Philosophical Transactions of the Royal Society A 379 (2195), 20190543, 2021
172021
Neural Networks as Geometric Chaotic Maps
Z Li, S Ravela
IEEE Transactions on Neural Networks and Learning Systems, 2021
92021
pyqg/pyqg: v0. 7.2. Zenodo
R Abernathey, CB Rocha, A Ross, M Jansen, Z Li, FJ Poulin
52022
Learn like the pro: Norms from theory to size neural computation
M Trautner, Z Li, S Ravela
arXiv preprint arXiv:2106.11409, 2021
42021
On Neural Learnability of Chaotic Dynamics
Z Li, S Ravela
arXiv preprint arXiv:1912.05081, 2019
42019
Tropical precipitation clusters as islands on a rough water‐vapor topography
Z Li, PA O'Gorman, DH Rothman
Quarterly Journal of the Royal Meteorological Society 148 (742), 403-417, 2022
22022
The Learnability of Feedforward Neural Networks in Dissipative Chaotic Dynamical Systems
Z Li, S Ravela
AGU Fall Meeting Abstracts 2019, NG21B-0952, 2019
22019
Informative Learning: A Nonlinear Dynamical Systems Approach to Deep Learning
S Ravela, S Reilly, Z Li, AK Dwivedi
AGU Fall Meeting Abstracts 2019, NG14A-01, 2019
12019
Learning Machine Learning with Lorenz-96
D Balwada, R Abernathey, S Acharya, A Adcroft, J Brener, V Balaji, ...
Journal of Open Source Education 7 (82), 241, 2024
2024
Learning Machine Learning with Lorenz-96
D Balwada, R Abernathey, S Acharya, A Adcroft, J Brener, V Balaji, ...
Authorea Preprints, 2023
2023
Leveraging Interpretable Machine Learning for Climate Physics
L Zanna, A Ross, P Perezhogin, C Fernandez-Granda, Z Li
APS March Meeting Abstracts 2023, W53. 001, 2023
2023
A Conceptual Model for Tropical Convective Organization
Z Li, P O'Gorman
Authorea Preprints, 2022
2022
Dynamic and thermodynamic contributions to changes in precipitation extremes in quasi-global simulations at high resolution
P O'Gorman, Z Li, W Boos, J Yuval
AGU Fall Meeting Abstracts 2021, A54G-06, 2021
2021
Scaling of Rainfall Clusters in the Tropics
Z Li, PA O'Gorman, D Rothman
AGU Fall Meeting Abstracts 2019, U14C-05, 2019
2019
Asymmetry of the Distribution of Vertical Velocities in Moist Macroturbulence
M Kohl, PA O'Gorman, Z Li
22nd Conference on Atmospheric and Oceanic Fluid Dynamics, 2019
2019
Quasi-Geostrophic Analysis of Changes in Vertical Velocities in Extratropical Precipitation Extremes
Z Li, PA O'Gorman
AGU Fall Meeting Abstracts 2018, A33B-04, 2018
2018
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Artikler 1–20