TS
Tapio Schneider
physics.ao-phcs.LGphysics.comp-phphysics.flu-dynphysics.geo-phastro-ph.EPcs.NAmath.DSmath.NAclimate modeling
On Valency
published · living versionsW_zsg4dat9·v1 · currentpublished
A scaling theory for the macroturbulence of weakly supercritical planetary atmospheres
with Ryan Eusebi, Andy Thompson
1 version
W_u87vnawm·v1published
W_e6vt7a9m·v1published
W_m76kduc3·v2published
Preprints & journals
46 papers in the corpus · 2007–2026Artificial intelligence pathways from weather to climate2610.09770v1 · Tom Beucler, J. David Neelin, Hui Su et al.2026 · 0 citationsarXiv
ClimateBench v2.0: Probabilistic Climate Model Benchmarking2610.04558v1 · Duncan Watson-Parris, Willa Tobin, Aytac Pacal et al.2026 · 0 citationsarXiv
A scaling theory for the macroturbulence of weakly supercritical planetary atmospheres2609.06787v1 · Ryan Eusebi, Tapio Schneider, Andy Thompson2026 · 0 citationsarXivon Valency
Improving global precipitation forecasts with an AI weather model trained on satellite observations2609.03210v3 · Julian F. Schmitt, Bertrand Delorme, Robert C. King et al.2026 · 0 citationsarXivon Valency
High-resolution simulations reveal positive global warming feedback from Pacific low clouds.42497251 · Chammas, Sheide, Wang, Qing, Schneider, Tapio et al.2026 · 1 citationScience advances. 2026;12(30):eaec8488
Agents' Last Exam2606.05405v4 · Yiyou Sun, Xinyang Han, Weichen Zhang et al.2026 · 0 citationsarXiv
A Next-Generation Snow Albedo Parameterization for Climate Modeling using Constrained Machine Learning2606.05419v2 · Andrew Charbonneau, Katherine Deck, Tapio Schneider2026 · 0 citationsCharbonneau, A., Deck, K., & Schneider, T. (2026). A next-generation snow albedo parameterization for climate modeling using constrained machine learning. Journal of Geophysical Research: Machine Learning and Computation, 3
Probabilistic Seasonal Streamflow Forecasting Across California's Sierra Nevada Watersheds with Agentic AI2605.16178v1 · Ignacio Lopez-Gomez, Michael P. Brenner, Tapio Schneider2026 · 0 citationsarXiv
The Ensemble Kalman Inversion Race2511.15853v2 · Rebecca Gjini, Matthias Morzfeld, Oliver R.A. Dunbar et al.2025 · 3 citationsJournal of Advances in Modeling Earth Systems (2026), 18, e2025MS005629
Reconciling Jupiter's Vertical Motions with the Observed Cloud Structure in the Upper Troposphere2509.02759v1 · Joao M. Mendonca, Tapio Schneider, Junjun Liu et al.2025 · 0 citationsarXiv
High-resolution simulations unravel intensification mechanisms of pyrocumulonimbus clouds2507.01237v2 · Qing Wang, Cenk Gazen, Matthias Ihme et al.2025 · 0 citationsarXiv
Impacts of leaf traits on vegetation optical properties in Earth system modeling.40436860 · Wang, Yujie, Braghiere, Renato K, Fischer, Woodward W et al.2025 · 10 citationsNature communications. 2025;16(1):4968
Dynamical-generative downscaling of climate model ensembles.40279391 · Lopez-Gomez, Ignacio, Wan, Zhong Yi, Zepeda-Núñez, Leonardo et al.2025 · 59 citationsProceedings of the National Academy of Sciences of the United States of America. 2025;122(17):e2420288122
Regional climate risk assessment from climate models using probabilistic machine learning2412.08079v3 · Zhong Yi Wan, Ignacio Lopez-Gomez, Robert Carver et al.2024 · 1 citationarXiv
A Physics-Constrained Neural Differential Equation Framework for Data-Driven Snowpack Simulation2412.06819v3 · Andrew Charbonneau, Katherine Deck, Tapio Schneider2024 · 3 citationsArtificial Intelligence for the Earth Systems 4, 3 (2025), 240040
Online learning of eddy-viscosity and backscattering closures for geophysical turbulence using ensemble Kalman inversion2409.04985v2 · Yifei Guan, Pedram Hassanzadeh, Tapio Schneider et al.2024 · 0 citationsarXiv
Toward Routing River Water in Land Surface Models with Recurrent Neural Networks2404.14212v5 · Mauricio Lima, Katherine Deck, Oliver R. A. Dunbar et al.2024 · 2 citationsarXiv
Learning About Structural Errors in Models of Complex Dynamical Systems2401.00035v2 · Jin-Long Wu, Matthew E. Levine, Tapio Schneider et al.2023 · 27 citationsarXiv
Accelerating large-eddy simulations of clouds with Tensor Processing Units2301.04698v3 · Sheide Chammas, Qing Wang, Tapio Schneider (1 et al.2023 · 8 citationsarXiv
Epidemic management and control through risk-dependent individual contact interventions.35737648 · Schneider, Tapio, Dunbar, Oliver R A, Wu, Jinlong et al.2022 · 21 citationsPLoS computational biology. 2022;18(6):e1010171
Ensemble-Based Experimental Design for Targeting Data Acquisition to Inform Climate Models2201.06998v2 · Oliver R. A. Dunbar, Michael F. Howland, Tapio Schneider et al.2022 · 12 citationsarXiv
Large-eddy simulations with ClimateMachine: a new open-source code for atmospheric simulations on GPUs and CPUs2110.00853v1 · Akshay Sridhar, Yassine Tissaoui, Simone Marras et al.2021 · 23 citationsarXiv
Parameter uncertainty quantification in an idealized GCM with a seasonal cycle2108.00827v1 · Michael F. Howland, Oliver R. A. Dunbar, Tapio Schneider2021 · 30 citationsarXiv
Iterated Kalman Methodology For Inverse Problems2102.01580v5 · Daniel Zhengyu Huang, Tapio Schneider, Andrew M. Stuart2021 · 69 citationsarXiv
Calibration and Uncertainty Quantification of Convective Parameters in an Idealized GCM2012.13262v3 · Oliver R. A. Dunbar, Alfredo Garbuno-Inigo, Tapio Schneider et al.2020 · 88 citationsarXiv
Solar geoengineering may not prevent strong warming from direct effects of CO2 on stratocumulus cloud cover.33199624 · Schneider, Tapio, Kaul, Colleen M, Pressel, Kyle G2021 · 37 citationsProceedings of the National Academy of Sciences of the United States of America. 2020;117(48):30179-30185
Unified Entrainment and Detrainment Closures for Extended Eddy-Diffusivity Mass-Flux Schemes.33042392 · Cohen, Yair, Lopez-Gomez, Ignacio, Jaruga, Anna et al.2024 · 41 citationsJournal of advances in modeling earth systems. 2020;12(9):e2020MS002162
Ensemble Kalman Inversion for Sparse Learning of Dynamical Systems from Time-Averaged Data2007.06175v2 · Tapio Schneider, Andrew M. Stuart, Jin-Long Wu2020 · 42 citationsarXiv
Learning Stochastic Closures Using Ensemble Kalman Inversion2004.08376v2 · Tapio Schneider, Andrew M. Stuart, Jin-Long Wu2020 · 36 citationsarXiv
Calibrate, Emulate, Sample2001.03689v1 · Emmet Cleary, Alfredo Garbuno-Inigo, Shiwei Lan et al.2020 · 129 citationsarXiv
An Extended Eddy-Diffusivity Mass-Flux Scheme for Unified Representation of Subgrid-Scale Turbulence and Convection.29780442 · Tan, Zhihong, Kaul, Colleen M, Pressel, Kyle G et al.2024 · 105 citationsJournal of advances in modeling earth systems. 2018;10(3):770-800
Earth System Modeling 2.0: A Blueprint for Models That Learn From Observations and Targeted High-Resolution Simulations1709.00037v3 · Tapio Schneider, Shiwei Lan, Andrew Stuart et al.2017 · 391 citationsGeophysical Research Letters 2017
Numerics and subgrid-scale modeling in large eddy simulations of stratocumulus clouds.28943997 · Pressel, Kyle G, Mishra, Siddhartha, Schneider, Tapio et al.2021 · 71 citationsJournal of advances in modeling earth systems. 2017;9(2):1342-1365
Why Eddy Momentum Fluxes are Concentrated in the Upper Troposphere1506.04021v1 · Farid Ait-Chaalal, Tapio Schneider2015 · 40 citationsJournal of the Atmospheric Sciences 72 (2015) 1585-1604on Valency
Cumulant expansions for atmospheric flows1505.07643v3 · Farid Ait-Chaalal, Tapio Schneider, Bettina Meyer et al.2015 · 31 citationsNew J. Phys. 18, 025019 (2016)
Migrations and dynamics of the intertropical convergence zone.25186899 · Schneider, Tapio, Bischoff, Tobias, Haug, Gerald H2014 · 1,408 citationsNature. 2014;513(7516):45-53
Polar methane accumulation and rainstorms on Titan from simulations of the methane cycle.22222747 · Schneider, T, Graves, S D B, Schaller, E L et al.2012 · 150 citationsNature. 2012;481(7379):58-61
Winter cold of eastern continental boundaries induced by warm ocean waters.21455177 · Kaspi, Yohai, Schneider, Tapio2011 · 66 citationsNature. 2011;471(7340):621-4
Changes in zonal surface temperature gradients and Walker circulations in a wide range of climates1009.0301v2 · Timothy M. Merlis, Tapio Schneider2010 · 49 citationsarXiv
Atmospheric dynamics of Earth-like tidally locked aquaplanets1001.5117v1 · Timothy M. Merlis, Tapio Schneider2010 · 193 citationsJ. Adv. Model. Earth Syst., 2010, Vol. 2, Art. #13, 17 pp
Mechanisms of jet formation on the giant planets0910.3682v3 · Junjun Liu, Tapio Schneider2009 · 135 citationsarXiv
Water vapor and the dynamics of climate changes0908.4410v2 · Tapio Schneider, Paul A. O'Gorman, Xavier Levine2009 · 545 citationsarXivon Valency
The physical basis for increases in precipitation extremes in simulations of 21st-century climate change.19706430 · O'Gorman, Paul A, Schneider, Tapio2009 · 1,156 citationsProceedings of the National Academy of Sciences of the United States of America. 2009;106(35):14773-7
Storms in the tropics of Titan.19675648 · Schaller, E L, Roe, H G, Schneider, T et al.2009 · 95 citationsNature. 2009;460(7257):873-5
Statistics of an Unstable Barotropic Jet from a Cumulant Expansion0705.0011v2 · J. B. Marston, E. Conover, Tapio Schneider2007 · 118 citationsJ. Atmos. Sci. 65, 1955 -- 1966 (2008)
Climate modelling: uncertainty in climate-sensitivity estimates.17329998 · Schneider, Tapio2007 · 15 citationsNature. 2007;446(7131):E1; discussion E2
Career total: at least 397 works. 46 are in this corpus.
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