RF
Raffaele Ferrari
physics.ao-phphysics.flu-dynPhysical Sciences and MathematicsOceanography and Atmospheric Sciences and Meteorologyphysics.comp-phOceanographyApplied Mathematicsatmospheric dynamicscs.AIcs.LG
On Valency
published · living versionsW_a3j5veya·v1 · currentpublished
A Hybrid Neural Network Emulator for M1 Neutrino Reaction Rates in Binary Neutron Star Merger Simulations
with Yi Qiu, David Radice, Albino Perego
1 version
W_jhnvv4cy·v1published
Preprints & journals
34 papers in the corpus · 1999–2026Ocean carbon sequestration during glacial climates due to combined Antarctic sea ice expansion and ocean circulation change.42905826 · Grégorio, Sandy, Lauderdale, Jonathan M, Nadeau, Louis-Philippe et al.2026 · 0 citationsScience advances. 2026;12(43):eady6777
Radiative and Dynamical Controls on the Land-Ocean Warming Contrast in Climate Models2609.03658v1 · Paolo Giani, Arlene M. Fiore, Raffaele Ferrari et al.2026 · 0 citationsarXivon Valency
A Simple Model for Tidally Forced Standing Waves in a Submarine Canyonx50b4c · Yuchen Ma, Raffaele Ferrari2026 · 0 citationsEarthArXiv
NORi: An ML-Augmented Ocean Boundary Layer Parameterization2512.04452v3 · Xin Kai Lee, Ali Ramadhan, Andre Souza et al.2025 · 1 citationJournal of Advances in Modeling Earth Systems 18(9), e2025MS005667 (2026)
Standing wave-induced tidal shear in a submarine canyon in the Rockall Troughx57t98 · Yuchen Ma, Raffaele Ferrari, Kurt Polzin et al.2025 · 0 citationsEarthArXiv
Score-based generative emulation of impact-relevant Earth system model outputs2510.04358v2 · Shahine Bouabid, Andre Nogueira Souza, Raffaele Ferrari2025 · 0 citationsarXiv
Tidally Induced Turbulence in the Abyssal Ocean2509.05869v1 · Yidongfang Si, Raffaele Ferrari, Gunnar Voet2025 · 0 citationsarXiv
Surface to Seafloor: A Generative AI Framework for Decoding the Ocean Interior State2504.15308v3 · Andre N. Souza, Simone Silvestri, Katherine Deck et al.2025 · 0 citationsarXiv
High-level, efficient ocean modeling at all scales with Oceananigans2502.14148v3 · Gregory L. Wagner, Simone Silvestri, Navid C. Constantinou et al.2025 · 7 citationsarXiv
Origin and Limits of Invariant Warming Patterns in Climate Models2411.14183v1 · Paolo Giani, Arlene M. Fiore, Glenn Flierl et al.2024 · 4 citationsarXiv
Carbon isotope budget indicates biological disequilibrium dominated ocean carbon storage at the Last Glacial Maximum.39266526 · Omta, Anne Willem, Follett, Christopher L, Lauderdale, Jonathan M et al.2024 · 10 citationsNature communications. 2024;15(1):8006
The impact of internal variability on benchmarking deep learning climate emulators2408.05288v2 · Bjorn Lutjens, Raffaele Ferrari, Duncan Watson-Parris et al.2024 · 17 citations(2025) Journal of Advances in Modeling Earth Systems, 17
Observations of diapycnal upwelling within a sloping submarine canyon.38926613 · Wynne-Cattanach, Bethan L, Couto, Nicole, Drake, Henri F et al.2024 · 34 citationsNature. 2024;630(8018):884-890
Machine learning for climate physics and simulations2404.13227v2 · Ching-Yao Lai, Pedram Hassanzadeh, Aditi Sheshadri et al.2024 · 35 citationsarXiv
Oceananigans.jl: A Julia library that achieves breakthrough resolution, memory and energy efficiency in global ocean simulations2309.06662v2 · Simone Silvestri, Gregory L. Wagner, Christopher Hill et al.2023 · 1 citationarXiv
Formulation and calibration of CATKE, a one-equation parameterization for microscale ocean mixing2306.13204v2 · Gregory LeClaire Wagner, Adeline Hillier, Navid C. Constantinou et al.2023 · 13 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
Transport and emergent stratification in the equilibrated Eady model: the vortex gas scaling regime2202.02755v2 · Basile Gallet, Benjamin Miquel, Gabriel Hadjerci et al.2022 · 9 citationsarXiv
Diapycnal Displacement, Diffusion, and Distortion of Tracers in the Oceanx59p84 · Henri Drake, Xiaozhou Ruan, Raffaele Ferrari2022 · 7 citationsEarthArXiv
Dynamics of Eddying Abyssal Mixing Layers over Sloping Rough Topographyx5fc9n · Henri Drake, Xiaozhou Ruan, Raffaele Ferrari et al.2022 · 10 citationsEarthArXiv
A quantitative scaling theory for meridional heat transport in planetary atmospheres and oceans2109.04091v1 · Basile Gallet, Raffaele Ferrari2021 · 28 citationsarXiv
Capturing missing physics in climate model parameterizations using neural differential equations2010.12559v2 · Ali Ramadhan, John Marshall, Andre Souza et al.2020 · 22 citationsarXiv
The vortex gas scaling regime of baroclinic turbulence.32071214 · Gallet, Basile, Ferrari, Raffaele2020 · 45 citationsProceedings of the National Academy of Sciences of the United States of America. 2020;117(9):4491-4497
Abyssal Circulation Driven By Near-Boundary Mixing: Water Mass Transformations and Interior Stratificationdjv5h · Henri Drake, Raffaele Ferrari, Jörn Callies2020 · 33 citationsEarthArXiv
Relative Dispersion in the Antarctic Circumpolar Currentmhtsb · Dhruv Balwada, Joseph LaCasce, Kevin Speer et al.2019 · 37 citationsEarthArXiv
Author Correction: Floats with bio-optical sensors reveal what processes trigger the North Atlantic bloom.29728563 · Mignot, A, Ferrari, R, Claustre, H2019 · 4 citationsNature communications. 2018;9(1):1834
Floats with bio-optical sensors reveal what processes trigger the North Atlantic bloom.29335403 · Mignot, A, Ferrari, R, Claustre, H2018 · 103 citationsNature communications. 2018;9(1):190
Topographic enhancement of vertical turbulent mixing in the Southern Ocean.28262808 · Mashayek, A, Ferrari, R, Merrifield, S et al.2018 · 95 citationsNature communications. 2017;8:14197
Seasonality in submesoscale turbulence.25897832 · Callies, Jörn, Ferrari, Raffaele, Klymak, Jody M et al.2015 · 402 citationsNature communications. 2015;6:6862
Transition from geostrophic turbulence to inertia-gravity waves in the atmospheric energy spectrum.25404349 · Callies, Jörn, Ferrari, Raffaele, Bühler, Oliver2015 · 101 citationsProceedings of the National Academy of Sciences of the United States of America. 2014;111(48):17033-8
Oceanography: What goes down must come up.25209795 · Ferrari, Raffaele2014 · 52 citationsNature. 2014;513(7517):179-80
Antarctic sea ice control on ocean circulation in present and glacial climates.24889624 · Ferrari, Raffaele, Jansen, Malte F, Adkins, Jess F et al.2014 · 446 citationsProceedings of the National Academy of Sciences of the United States of America. 2014;111(24):8753-8
Ocean science. A frontal challenge for climate models.21493851 · Ferrari, Raffaele2011 · 113 citationsScience (New York, N.Y.). 2011;332(6027):316-7
Compensation of horizontal temperature and salinity gradients in the ocean mixed layer9915697 · Rudnick, Ferrari2019 · 228 citationsScience (New York, N.Y.). 1999;283(5401):526-9
Career total: at least 260 works. 34 are in this corpus.
Profile built from the corpus for this byline.
Author records are still filling in while the Hub is in alpha. If this is your page, you'll be able to claim it soon. Spot a mistake? Tell us.