PUBLICATIONS
20. Dmitrii Kochkov*, Janni Yuval*, Ian Langmore*, Peter Norgaard*, Jamie Smith*, Griffin Mooers, James Lottes, Stephan Rasp, Peter Düben, Milan Klöwer, Sam Hatfield, Peter Battaglia, Alvaro Sanchez-Gonzalez, Matthew Willson, Michael P Brenner, Stephan Hoyer*. Neural general circulation models, arXiv preprint.
*Equal contribution
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19. Rei Chemke*, Janni Yuval*. Atmospheric circulation to constrain subtropical precipitation projections, Research Square preprint.
*Equal contribution
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18. Kyle LaFollette, Janni Yuval, Roey Schurr, David Melnikoff, Amit Goldenberg. Identifying Learning Models from Human Behavior using Bottom-Up Equation Discovery, PsycArXiv preprint
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17. Sungduk Yu et al. ClimSim: An open large-scale dataset for training high-resolution physics emulators in hybrid multi-scale climate simulators, arXiv preprint.
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16. Tom Beucler, Michael Pritchard, Janni Yuval, Ankitesh Gupta, Liran Peng, Stephan Rasp, Fiaz Ahmed, Paul A O'Gorman, J David Neelin, Nicholas J Lutsko and Pierre Gentine (2024). Climate invariant machine learning, Science Advances.
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15. Rei Chemke and Janni Yuval (2023). Human-induced weakening of the Northern Hemisphere tropical circulation, Nature.
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14. Janni Yuval and Paul A. O'Gorman (2023). Neural-network parameterization of subgrid momentum transport in the atmosphere, JAMES (editors highlight).
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13. Rei Chemke, Yi Ming and Janni Yuval (2022). The intensification of winter mid-latitude storm tracks in the Southern Hemisphere, Nature climate change.
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12. Peidong Wang, Janni Yuval and Paul A. O'Gorman (2022). Non-local parameterization of atmospheric subgrid processes with neural networks, JAMES.
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11. Janni Yuval, Paul A. O'Gorman and Chris N. Hill (2021). Use of neural networks for stable, accurate and physically consistent parameterization of subgrid atmospheric processes with good performance at reduced precision, Geophysical Research Letters.
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10. Janni Yuval and Paul A. O'Gorman (2020). Stable machine-learning parameterization of subgrid processes for climate modeling at a range of resolutions, Nature communications.
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9. Paul A. O'Gorman, Ziwei Li, William R. Boos and Janni Yuval (2021). Response of extreme precipitation to climate warming in quasi-global aquaplanet simulations at high resolution, Philosophical Transactions of the Royal Society A.
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8. Janni Yuval, Mor Nitzan, Neta Ravid Tannenbaum and Boaz Barak (submitted; all authors contributed equally). Optimizing testing policies for detecting COVID-19 outbreaks, arXiv preprint.
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7. Noam Barda, Noa Dagan, Amos Stemmer, Janni Yuval, Eitan Bachmat, Eldad Elnekave and Ran Balicer (2022), Improving cardiovascular disease prediction using automated coronary artery calcium scoring from existing chest CTs, Journal of Digital Imaging.
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6. Janni Yuval and Yohai Kaspi (2020). Eddy Activity Response to Global Warming-Like Temperature Changes, Journal of Climate.
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5. Janni Yuval, Hilla Afargan and Yohai Kaspi (2018). The Relation Between the Seasonal Changes in Jet Characteristics and the Pacific Midwinter Minimum in Eddy Activity, Geophysical Research Letters.
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4. Janni Yuval and Yohai Kaspi (2018). Eddy Sensitivity to Jet Characteristics, Journal of the Atmospheric Science
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3. Janni Yuval and Yohai Kaspi (2017). The Effect of Vertical Baroclinicity Concentration on Atmospheric Macroturbulence Scaling Relations, Journal of the Atmospheric Science
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2. Janni Yuval and Yohai Kaspi (2016). Eddy Activity Sensitivity to Changes in the Vertical Structure of Baroclinicity, Journal of the Atmospheric Science
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1. Janni Yuval and Samuel A. Safran (2013). Dynamics of Elastic Interactions in Soft and Biological Matter', Physical Review E.