DA
Dorian S. Abbot
astro-ph.EPphysics.ao-phphysics.geo-phmath.DSastro-ph.IMnlin.PScs.LGmath.OCphysics.data-anphysics.flu-dyn
On Valency
published · living versionsW_uaw7gs8e·v1 · currentpublished
Optimizing Geoengineering Interventions Using Differentiable Climate Models
with Pulkit Dubey, Ashesh Chattopadhyay
1 version
W_pkmcdy66·v1published
Preprints & journals
59 papers in the corpus · 2009–2026Explaining El Niño Forecasts with the Average Gradient Outer Product2610.01095v1 · Yuan Hui, Dorian S. Abbot, Robert J. Webber2026 · 0 citationsarXiv
AI Emulation of Stochastic Sudden Stratospheric Warming with Interpretable Latent Structure2610.02069v1 · C. Daniel Boscu, Daniel Hernandez, Fabio Alvarez Ventura et al.2026 · 0 citationsarXiv
Optimizing Geoengineering Interventions Using Differentiable Climate Models2609.12528v1 · Pulkit Dubey, Dorian S. Abbot, Ashesh Chattopadhyay2026 · 0 citationsarXivon Valency
AI-Boosted Rare Event Sampling to Characterize Extreme Weather.42628090 · Lancelin, Amaury, Wikner, Alexander, Dubus, Laurent et al.2026 · 5 citationsPhysical review letters. 2026;137(6):064201
The Effect of Planetary Rotation Period on Clouds in a Global Climate Model with a Bin Microphysics Scheme2603.03767v1 · Huanzhou Yang, Eric T. Wolf, Cheng-Cheng Liu et al.2026 · 0 citationsApJ 999 184 (2026)
Seafloor Weathering and Stochastic Outgassing Unlikely to Significantly Shorten the Future Lifespan of Earth's Terrestrial Biosphere2512.24538v1 · Livia Zhu, R.J. Graham, Dorian S. Abbot2025 · 0 citationsThe Astrophysical Journal Letters, 996(1), L14 (2025)
Using a rare event sampling technique to quantify extreme El Niño event statistics2512.23038v1 · Sarah Packman, Justin Finkel, Dorian S. Abbot et al.2025 · 0 citationsarXiv
Ocean Tides on Asynchronously Rotating Planets Orbiting Low-mass Stars2507.03850v1 · Jiaru Shi, Jun Yang, Dorian S. Abbot et al.2025 · 3 citationsarXiv
Can AI weather models predict out-of-distribution gray swan tropical cyclones?40392853 · Sun, Y Qiang, Hassanzadeh, Pedram, Zand, Mohsen et al.2025 · 51 citationsProceedings of the National Academy of Sciences of the United States of America. 2025;122(21):e2420914122
Clouds can enhance direct imaging detection of O2 and O3 on terrestrial exoplanets2505.07760v1 · Huanzhou Yang, Michelle Hu, Dorian S. Abbot2025 · 1 citationarXiv
Revisiting the physical limits to economic growth, with a focus on the waste heat limit.40080465 · Abbot, Dorian S, Malani, Anup2025 · 2 citationsPloS one. 2025;20(3):e0319217
Substantial extension of the lifetime of the terrestrial biosphere2409.10714v1 · R.J. Graham, Itay Halevy, Dorian Abbot2024 · 9 citationsarXiv
Climate Bistability at the Inner Edge of the Habitable Zone due to Runaway Greenhouse and Cloud Feedbacks2408.12563v1 · Bowen Fan, Da Yang, Dorian S. Abbot2024 · 0 citationsarXiv
Predator and Prey: A Minimum Recipe for the Transition from Steady to Oscillating Precipitation in Hothouse Climates2408.11350v1 · Da Yang, Dorian S. Abbot, Seth Seidel2024 · 1 citationarXiv
Impact of Planetary Parameters on Water Clouds Microphysics2405.03570v1 · Huanzhou Yang, Thaddeus D. Komacek, Owen B. Toon et al.2024 · 4 citationsHuanzhou Yang et al 2024 ApJ 966 152
Using Explainable AI and Transfer Learning to understand and predict the maintenance of Atlantic blocking with limited observational data2404.08613v1 · Huan Zhang, Justin Finkel, Dorian S. Abbot et al.2024 · 5 citationsarXiv
Impact-induced initiation of Snowball Earth: A model study.38335287 · Fu, Minmin, Abbot, Dorian S, Koeberl, Christian et al.2024 · 8 citationsScience advances. 2024;10(6):eadk5489
AI can identify Solar System instability billions of years in advance2401.12180v1 · Dorian S. Abbot, J.D. Laurence-Chasen, Robert J. Webber et al.2024 · 1 citationRes. Notes AAS 8 3 (2024)
Critical role of vertical radiative cooling contrast in triggering episodic deluges in small-domain hothouse climates2307.01219v1 · Xinyi Song, Dorian S. Abbot, Jun Yang2023 · 9 citationsarXiv
Mercury's chaotic secular evolution as a subdiffusive process2306.11870v3 · Dorian S. Abbot, Robert J. Webber, David M. Hernandez et al.2023 · 4 citationsarXiv
Simple physics and integrators accurately reproduce Mercury instability statistics2212.14844v2 · Dorian S. Abbot, David M. Hernandez, Sam Hadden et al.2022 · 11 citationsAp.J. 944 (2023) 190
Inner Habitable Zone Boundary for Eccentric Exoplanets2211.07883v2 · Xuan Ji, Nora Bailey, Daniel Fabrycky et al.2022 · 10 citationsarXiv
Revealing the statistics of extreme events hidden in short weather forecast data2206.05363v2 · Justin Finkel, Edwin P. Gerber, Dorian S. Abbot et al.2022 · 27 citationsarXiv
The Effect of Ocean Salinity on Climate and Its Implications for Earth's Habitability.35864818 · Olson, Stephanie, Jansen, Malte F, Abbot, Dorian S et al.2022 · 73 citationsGeophysical research letters. 2022;49(10):e2021GL095748
Critical percolation threshold restricts late-summer Arctic sea ice melt pond coverage2203.04096v1 · Predrag Popovi'c, Mary C. Silber, Dorian S. Abbot2022 · 7 citationsPopovi\'c, P., Silber, M. C., and Abbot, D. S. (2020). Critical percolation threshold restricts late-summer Arctic sea ice melt pond coverage. Journal of Geophysical Research: Oceans, 125(8), e2019JC016029
Snow topography on undeformed Arctic sea ice captured by an idealized "snow dune" model2203.03760v1 · Predrag Popovi'c, Justin Finkel, Mary C. Silber et al.2022 · 6 citationsPopovi\'c, P., Finkel, J., Silber, M. C., & Abbot, D. S. (2020). Snow topography on undeformed Arctic sea ice captured by an idealized "snow dune" model. Journal of Geophysical Research: Oceans, 125(9), e2019JC016034
Evolving CO2 Rather Than SST Leads to a Factor of Ten Decrease in GCM Convergence Time.34820055 · Zhang, Yixiao, Bloch-Johnson, Jonah, Romps, David M et al.2024 · 6 citationsJournal of advances in modeling earth systems. 2021;13(11):e2021MS002505
Data-driven transition path analysis yields a statistical understanding of sudden stratospheric warming events in an idealized model2108.12727v2 · Justin Finkel, Robert J. Webber, Edwin P. Gerber et al.2021 · 6 citationsarXiv
Rare Event Sampling Improves Mercury Instability Statistics2106.09091v2 · Dorian S. Abbot, Robert J. Webber, Sam Hadden et al.2021 · 27 citationsarXiv
Learning forecasts of rare stratospheric transitions from short simulations2102.07760v2 · Justin Finkel, Robert J. Webber, Dorian S. Abbot et al.2021 · 35 citationsarXiv
Probing the capability of future direct imaging missions to spectrally constrain the frequency of Earth-like planets2101.07378v1 · Jade H. Checlair, Geronimo L. Villanueva, Benjamin P.C. Hayworth et al.2021 · 27 citationsarXiv
Non-detection of O/O informs frequency of Earth-like planets with LUVOIR but not HabEx2008.03952v2 · Jade H. Checlair, Benjamin P.C. Hayworth, Stephanie L. Olson et al.2020 · 3 citationsarXiv
The Effect of Substellar Continent Size on Ocean Dynamics of Proxima Centauri b2005.14185v1 · Andrea M. Salazar, Stephanie L. Olson, Thaddeus D. Komacek et al.2020 · 35 citationsarXiv
The Snowball Stratosphere1909.12717v1 · R.J. Graham, Tiffany Shaw, Dorian Abbot2019 · 4 citationsarXiv
Robustness of Gaian Feedbacks to Climate Perturbations1906.01112v2 · Olivia D. N. Alcabes, Stephanie Olson, Dorian S. Abbot2019 · 7 citationsarXiv
Maximizing simulated tropical cyclone intensity with action minimization1905.00515v1 · David A. Plotkin, Robert J. Webber, Morgan E O'Neill et al.2019 · 20 citationsarXiv
Effects of Radius and Gravity on the Inner Edge of the Habitable Zone1904.12267v1 · Huanzhou Yang, Thaddeus D. Komacek, Dorian S. Abbot2019 · 23 citationsarXiv
The Importance of 3D General Circulation Models for Characterizing the Climate and Habitability of Terrestrial Extrasolar Planets1903.05012v1 · Eric T. Wolf, Ravi Kopparapu, Vladimir Airapetian et al.2019 · 3 citationsarXiv
A Statistical Comparative Planetology Approach to Maximize the Scientific Return of Future Exoplanet Characterization Efforts1903.05211v1 · Jade H. Checlair, Dorian S. Abbot, Robert J. Webber et al.2019 · 17 citationsarXiv
Habitable zone predictions and how to test them1903.03706v2 · Ramses M. Ramirez, Dorian S. Abbot, Yuka Fujii et al.2019 · 4 citationsarXiv
The atmospheric circulation and climate of terrestrial planets orbiting Sun-like and M-dwarf stars over a broad range of planetary parameters1901.00567v3 · Thaddeus D. Komacek, Dorian S. Abbot2019 · 85 citationsThe Astrophysical Journal, 871:245 (20pp), 2019 February 1
Differences in water vapor radiative transfer among 1D models can significantly affect the inner edge of the habitable zone1809.01397v1 · Jun Yang, Jeremy Leconte, Eric T. Wolf et al.2018 · 67 citationsThe Astrophysical Journal, 826:222, 2016;on Valency
The Atmosphere1806.04481v2 · Dorian S. Abbot2018 · 0 citationsarXiv
Simple Rules Govern the Patterns of Arctic Sea Ice Melt Ponds.29694130 · Popović, Predrag, Cael, B B, Silber, Mary et al.2018 · 35 citationsPhysical review letters. 2018;120(14):148701
The continued importance of habitability studies1803.00215v2 · Ramses M. Ramirez, Dorian S. Abbot, Vladimir Airapetian et al.2018 · 3 citationsarXiv
Decrease in hysteresis of planetary climate for planets with long solar days1801.10551v1 · Dorian S. Abbot, Jonah Bloch-Johnson, Jade Checlair et al.2018 · 19 citationsarXiv
Snowball Earth climate dynamics and Cryogenian geology-geobiology.29134193 · Hoffman, Paul F, Abbot, Dorian S, Ashkenazy, Yosef et al.2019 · 730 citationsScience advances. 2017;3(11):e1600983
No snowball on habitable tidally locked planets1705.08904v2 · Jade Checlair, Kristen Menou, Dorian S. Abbot2017 · 76 citationsarXiv
EFFECT OF SURFACE-MANTLE WATER EXCHANGE PARAMETERIZATIONS ON EXOPLANET OCEAN DEPTHS.30705445 · Komacek, Thaddeus D, Abbot, Dorian S2025 · 23 citationsThe Astrophysical journal. 2016;832(1)
A PROPOSAL FOR CLIMATE STABILITY ON H2-GREENHOUSE PLANETS.30505426 · Abbot, Dorian S2025 · 9 citationsThe astrophysical journal. Letters. 2015;815(1)
Career total: 219 works. 59 are in this corpus.Showing the 50 most recent.
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