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Janni Yuval
Janni Yuval
postdoctoral fellow, MIT
Verified email at mit.edu
Title
Cited by
Cited by
Year
Stable machine-learning parameterization of subgrid processes for climate modeling at a range of resolutions
J Yuval, PA O’Gorman
Nature communications 11 (1), 3295, 2020
2032020
Use of neural networks for stable, accurate and physically consistent parameterization of subgrid atmospheric processes with good performance at reduced precision
J Yuval, PA O'Gorman, CN Hill
Geophysical Research Letters 48 (6), e2020GL091363, 2021
992021
Eddy activity sensitivity to changes in the vertical structure of baroclinicity
J Yuval, Y Kaspi
Journal of the Atmospheric Sciences 73 (4), 1709-1726, 2016
382016
The intensification of winter mid-latitude storm tracks in the Southern Hemisphere
R Chemke, Y Ming, J Yuval
Nature climate change 12 (6), 553-557, 2022
312022
The relation between the seasonal changes in jet characteristics and the Pacific midwinter minimum in eddy activity
J Yuval, H Afargan, Y Kaspi
Geophysical Research Letters 45 (18), 9995-10002, 2018
292018
Dynamics of elastic interactions in soft and biological matter
J Yuval, SA Safran
Physical Review E 87 (4), 042703, 2013
282013
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
252024
Non‐local parameterization of atmospheric subgrid processes with neural networks
P Wang, J Yuval, PA O’Gorman
Journal of Advances in Modeling Earth Systems 14 (10), e2022MS002984, 2022
242022
Eddy activity response to global warming–like temperature changes
J Yuval, Y Kaspi
Journal of Climate 33 (4), 1381-1404, 2020
242020
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
162021
Neural general circulation models
D Kochkov, J Yuval, I Langmore, P Norgaard, J Smith, G Mooers, J Lottes, ...
arXiv preprint arXiv:2311.07222, 2023
152023
Stable machine-learning parameterization of subgrid processes for climate modeling at a range of resolutions, Nat. Commun., 11, 3295
J Yuval, PA O’Gorman
152020
The effect of vertical baroclinicity concentration on atmospheric macroturbulence scaling relations
J Yuval, Y Kaspi
Journal of the Atmospheric Sciences 74 (5), 1651-1667, 2017
152017
Neural‐network parameterization of subgrid momentum transport in the atmosphere
J Yuval, PA O’Gorman
Journal of Advances in Modeling Earth Systems 15 (4), e2023MS003606, 2023
122023
Human-induced weakening of the Northern Hemisphere tropical circulation
R Chemke, J Yuval
Nature 617 (7961), 529-532, 2023
102023
Eddy sensitivity to jet characteristics
J Yuval, Y Kaspi
Journal of the Atmospheric Sciences 75 (5), 1371-1383, 2018
102018
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
Improving cardiovascular disease prediction using automated coronary artery calcium scoring from existing chest CTs
N Barda, N Dagan, A Stemmer, J Yuval, E Bachmat, E Elnekave, ...
Journal of Digital Imaging 35 (4), 962-969, 2022
52022
The intensification of winter mid-latitude storm tracks in the Southern Hemisphere. Nat. Climate Change, 12, 553–557
R Chemke, Y Ming, J Yuval
52022
Optimizing testing policies for detecting COVID-19 outbreaks
J Yuval, M Nitzan, NR Tannenbaum, B Barak
arXiv preprint arXiv:2007.04827, 2020
42020
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