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Liran Peng
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Year
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
1532012
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
292024
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
232021
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
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
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
42023
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
32024
Analysis on structure of Typhoon Longwang based on GPS dropwinsonde data
S Shu, L Peng
Journal of tropical meteorology 17 (3), 193, 2011
32011
Multi-fidelity climate model parameterization for better generalization and extrapolation
MA Bhouri, L Peng, MS Pritchard, P Gentine
arXiv preprint arXiv:2309.10231, 2023
22023
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
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
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
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, ...
AGU23, 2023
2023
Multi-fidelity climate model parameterization for extrapolation beyond training data
MA Bhouri, L Peng, MS Pritchard, P Gentine
AGU23, 2023
2023
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, ...
AGU23, 2023
2023
Multi-fidelity approach: merging physical knowledge with machine learning for better generalization and extrapolation
P Gentine, MA Bhouri, MS Pritchard, L Peng
AGU23, 2023
2023
Multi-fidelity climate model parameterization for better generalization and extrapolation
M Aziz Bhouri, L Peng, MS Pritchard, P Gentine
arXiv e-prints, arXiv: 2309.10231, 2023
2023
Low-cloud Feedbacks in an Ultra-parameterized GCM with Improved Computational Efficiency and Fidelity
L Peng, MS Pritchard, PN Blossey, WM Hannah, C Bretherton, AM Jenney, ...
AGU Fall Meeting Abstracts 2022, A33E-07, 2022
2022
Making regionalized high intensity physics calculations flexible with anew geographic load-balancing scheme to enable hybridsuperparameterization
L Peng, M Pritchard, W Hannah, P Blossey, P Worley, CS Bretherton
AGU Fall Meeting Abstracts 2021, A45K-1999, 2021
2021
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Articles 1–20