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Liran Peng
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Single aircraft integration of remote sensing and in situ sampling for the study of cloud microphysics and dynamics
Z Wang, J French, G Vali, P Wechsler, S Haimov, A Rodi, M Deng, D Leon, ...
Bulletin of the American Meteorological Society 93 (5), 653-668, 2012
158*2012
Climate-invariant machine learning
T Beucler, P Gentine, J Yuval, A Gupta, L Peng, J Lin, S Yu, S Rasp, ...
Science Advances 10 (6), eadj7250, 2024
582024
Role of intense Arctic storm in accelerating summer sea ice melt: An in situ observational study
L Peng, X Zhang, JH Kim, KH Cho, BM Kim, Z Wang, H Tang
Geophysical Research Letters 48 (8), e2021GL092714, 2021
272021
ClimSim: A large multi-scale dataset for hybrid physics-ML climate emulation
S Yu, W Hannah, L Peng, J Lin, MA Bhouri, R Gupta, B Lütjens, JC Will, ...
Advances in Neural Information Processing Systems 36, 2024
192024
Comparing storm resolving models and climates via unsupervised machine learning
G Mooers, M Pritchard, T Beucler, P Srivastava, H Mangipudi, L Peng, ...
Scientific Reports 13 (1), 22365, 2023
152023
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, ...
NeurIPS, 2023
122023
Ice crystal concentrations in wave clouds: dependencies on temperature, D > 0.5 μm aerosol particle concentration, and duration of cloud processing
L Peng, JR Snider, Z Wang
Atmospheric Chemistry and Physics 15 (11), 6113-6125, 2015
72015
Climate-invariant machine learning. arXiv
T Beucler, M Pritchard, J Yuval, A Gupta, L Peng, S Rasp, F Ahmed, ...
arXiv preprint arXiv:2112.08440, 2021
62021
others 933 (2021). Climate-invariant machine learning
T Beucler, M Pritchard, J Yuval, A Gupta, L Peng, S Rasp
arXiv preprint arXiv:2112.08440 934, 0
5
Multi-fidelity climate model parameterization for better generalization and extrapolation
MA Bhouri, L Peng, MS Pritchard, P Gentine
arXiv preprint arXiv:2309.10231, 2023
32023
Analysis on structure of Typhoon Longwang based on GPS dropwinsonde data
S Shu, L Peng
Journal of tropical meteorology 17 (3), 193, 2011
32011
Sampling Hybrid Climate Simulation at Scale to Reliably Improve Machine Learning Parameterization
J Lin, S Yu, L Peng, T Beucler, E Wong-Toi, Z Hu, P Gentine, M Geleta, ...
Authorea Preprints, 2024
22024
Improving stratocumulus cloud amounts in a 200‐m resolution multi‐scale modeling framework through tuning of its interior physics
L Peng, PN Blossey, WM Hannah, CS Bretherton, CR Terai, AM Jenney, ...
Journal of Advances in Modeling Earth Systems 16 (3), e2023MS003632, 2024
12024
Improving stratocumulus cloud amounts in a 200-m resolution multi-scale modeling framework through 2 tuning of its interior physics
L Peng, M Pritchard, PN Blossey, WM Hannah, CS Bretherton, CR Terai, ...
Authorea Preprints, 2023
12023
Load‐balancing intense physics calculations to embed regionalized high‐resolution cloud resolving models in the E3SM and CESM climate models
L Peng, M Pritchard, WM Hannah, PN Blossey, PH Worley, CS Bretherton
Journal of Advances in Modeling Earth Systems 14 (5), e2021MS002841, 2022
12022
Comparing storm resolving models and climates via unsupervised machine learning (vol 13, 22365, 2023)
G Mooers, M Pritchard, T Beucler, P Srivastava, H Mangipudi, L Peng, ...
SCIENTIFIC REPORTS 14 (1), 2024
2024
Author Correction: Comparing storm resolving models and climates via unsupervised machine learning
G Mooers, M Pritchard, T Beucler, P Srivastava, H Mangipudi, L Peng, ...
Scientific Reports 14, 2024
2024
Simulating the Recent Historical Period with the Fully Coupled E3SM-MMF
W Hannah, N Liu, MS Pritchard, L Peng, S Yu, MR Norman, BR Hillman, ...
AGU Fall Meeting Abstracts 2023, A14G-04, 2023
2023
Low Cloud Feedback study with High-Resolution Multi-scale Modeling Frameworks (HR-MMF)
L Peng, PN Blossey, WM Hannah, CS Bretherton, C Terai, AM Jenney, ...
AGU Fall Meeting Abstracts 2023 (2925), A43N-2925, 2023
2023
Phenology or phenologies?
P Gentine, RY Gu, A Lahlou
AGU Fall Meeting Abstracts 2023, B52A-04, 2023
2023
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