AS
Aditi Sheshadri
physics.ao-phcs.LGphysics.flu-dynphysics.geo-phcs.AInlin.CDphysics.comp-ph
On Valency
published · living versionsW_m76kduc3·v2 · currentpublished
Improving global precipitation forecasts with an AI weather model trained on satellite observations
with Julian F. Schmitt, Bertrand Delorme, Robert C. King, Yashica Patodia +2
2 versions
Preprints & journals
10 papers in the corpus · 2023–2026Improving 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
WxC-Bench: A Novel Dataset for Weather and Climate Downstream Tasks.41786786 · Shinde, Rajat, Ankur, Kumar, Phillips, Christopher E et al.2026 · 0 citationsScientific data. 2026;13(1)
Unified 0.25-degree gridded infrastructure-critical extreme weather for the United States from 1979 to 2100.40940354 · Sun, Tao, Zanocco, Chad, Flora, June et al.2025 · 3 citationsScientific data. 2025;12(1):1544
Finetuning AI Foundation Models to Develop Subgrid-Scale Parameterizations: A Case Study on Atmospheric Gravity Waves2509.03816v1 · Aman Gupta, Aditi Sheshadri, Sujit Roy et al.2025 · 3 citationsarXiv
MAUSAM: An Observations-focused assessment of Global AI Weather Prediction Models During the South Asian Monsoon2509.01879v2 · Aman Gupta, Aditi Sheshadri, Dhruv Suri2025 · 1 citationarXiv
Prithvi WxC: Foundation Model for Weather and Climate2409.13598v1 · Johannes Schmude, Sujit Roy, Will Trojak et al.2024 · 11 citationsarXiv
Gravity Wave Momentum Fluxes from 1 km Global ECMWF Integrated Forecast System.39169007 · Gupta, Aman, Sheshadri, Aditi, Anantharaj, Valentine2024 · 7 citationsScientific data. 2024;11(1):903
Machine Learning Global Simulation of Nonlocal Gravity Wave Propagation2406.14775v2 · Aman Gupta, Aditi Sheshadri, Sujit Roy et al.2024 · 0 citationsarXiv
Machine learning for climate physics and simulations2404.13227v2 · Ching-Yao Lai, Pedram Hassanzadeh, Aditi Sheshadri et al.2024 · 35 citationsarXiv
Data Imbalance, Uncertainty Quantification, and Generalization via Transfer Learning in Data-driven Parameterizations: Lessons from the Emulation of Gravity Wave Momentum Transport in WACCM2311.17078v1 · Y. Qiang Sun, Hamid A. Pahlavan, Ashesh Chattopadhyay et al.2023 · 5 citationsarXiv
Career total: 91 works. 10 are in this corpus.
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