Journal Article

Shinde, Rajat, Kumar Ankur, Christopher Phillips, Aman Gupta, Simon Pfreundschuh, Sujit Roy, Sheyenne Kirkland, Vishal Gaur, Venkatesh Kolluru, Amy Lin, Prajun Trital, Aditi Sheshadri, Udaysankar Nair, Manil Maskey, and Rahul Ramachandran. “WxC-Bench: A Novel Dataset for Weather and Climate Downstream Tasks”, Scientific Data, March 5, 2026. https://doi.org/10.1038/s41597-026-06839-7.

King, Robert, Brian Green, and Aditi Sheshadri. “Steady Source Gravity Wave Parameterizations and the Observed Momentum Flux Intermittency”, Geophysical Research Letters, February 6, 2026. https://doi.org/10.1029/2025GL120625.

Gupta, Aman, Aditi Sheshadri, Sujit Roy, Johannes Schmude, Vishal Gaur, Weiji Long, and Manil Maskey. “Finetuning AI Foundation Models to Develop Climate Model Parameterizations”, Journal of Advances in Modeling Earth Systems, November 15, 2025. https://doi.org/10.1029/2025MS005075.

Gupta, Aman, Aditi Sheshadri, Sujit Roy, and Valentine Anantharaj. “Offline Performance of a Nonlocal Deep Learning Parameterization for Climate Model Representation of Atmospheric Gravity Waves”, Journal of Advances in Modeling Earth Systems, October 22, 2025. https://doi.org/10.1029/2025MS004977.

Sun, Tao, Chad Zanocco, June Flora, Aditi Sheshadri, and Ram Rajagopal. “Unified 0.25-Degree Gridded Infrastructure-Critical Extreme Weather for the United States from 1979 to 2100”, Nature Scientific Data, 12 (September 12, 2025): 1544. https://doi.org/10.1038/s41597-025-05918-5.

Burnett, Adam, Aditi Sheshadri, Thomas Robinson, and Pu Lin. “Connecting Tropical Cyclones, Precursor Disturbances, and the ITCZ in Aquaplanet Simulations”, Journal of Advances in Modeling Earth Systems (JAMES), 17, no. 7 (July 15, 2025): e2024MS004868. https://doi.org/10.1029/2024MS004868.

Lai, Ching-Yao, Pedram Hassanzadeh, Aditi Sheshadri, Maike Sonnewald, Raffaele Ferrari, and Venkatramani Balaji. “Machine Learning for Climate Physics and Simulations”, Annual Review of Condensed Matter Physics, 16 (March 1, 2025): 343-65. https://doi.org/10.1146/annurev-conmatphys-043024-114758.

Gupta, Aman, Aditi Sheshadri, and Valentine Anantharaj. “Gravity Wave Momentum Fluxes from 1 Km Global ECMWF Integrated Forecast System”, Nature Scientifc Data, 11, no. 1 (August 21, 2024): 903. https://doi.org/10.1038/s41597-024-03699-x.

King, Robert, Laura Mansfield, and Aditi Sheshadri. “Bayesian History Matching Applied to the Calibration of a Gravity Wave Parameterization”, Journal of Advances in Modeling Earth Systems, April 14, 2024. https://doi.org/10.1029/2023MS004163.

Green, Brian, Aditi Sheshadri, M. Joan Alexander, Martina Bramberger, and François Lott. “Gravity Wave Momentum Fluxes Estimated from Project Loon Balloon Data”, Journal of Geophysical Research: Atmospheres, 129, no. 5 (March 8, 2024): e2023JD039927. https://doi.org/10.1029/2023JD039927.

Sun, Y. Qiang, Hamid Pahlavan, Ashesh Chattopadhyay, Pedram Hassanzadeh, Sandro Lubis, M. Joan Alexander, Edwin Gerber, Aditi Sheshadri, and Yifei Guan. “Data Imbalance, Uncertainty Quantification, and Generalization via Transfer Learning in Data-Driven Parameterizations: Lessons from the Emulation of Gravity Wave Momentum Transport in WACCM”, Journal of Advances in Modeling Earth Systems, 2024. https://doi.org/10.1029/2023MS004145.

Gupta, Aman, Aditi Sheshadri, M. Joan Alexander, and Thomas Birner. “Insights on Lateral Gravity Wave Propagation in the Extratropical Stratosphere from 44 Years of ERA5 Data”, Geophysical Research Letters, 2024. https://doi.org/10.1029/2024GL108541.

Mansfield, Laura, and Aditi Sheshadri. “Uncertainty Quantification of a Machine Learning Subgrid-Scale Parameterization for Atmospheric Gravity Waves”, Journal of Advances in Modeling Earth Systems, 2024. https://doi.org/10.1029/2024MS004292.

Achatz, Ulrich, M. Joan Alexander, Erich Becker, Hye-Yeong Chun, Andreas Dörnbrack, Laura Holt, Riwal Plougonven, Inna Polichtchouk, Kaoru Sato, Aditi Sheshadri, Claudia Stephan, Annelize van Niekerk, and Corwin Wright. “Atmospheric Gravity Waves: Processes and Parameterization”, Journal of the Atmospheric Sciences, November 20, 2023. https://doi.org/10.1175/JAS-D-23-0210.1.

Mansfield, Laura, Aman Gupta, Adam Burnett, Brian Green, Catherine Wilka, and Aditi Sheshadri. “Updates on Model Hierarchies for Understanding and Simulating the Climate System: A Focus on Data-Informed Methods and Climate Change Impact”, Journal of Advances in Modeling Earth Systems, October 20, 2023. https://doi.org/10.1029/2023MS003715.

Mansfield, Laura A., and Aditi Sheshadri. “Calibration and Uncertainty Quantification of a Gravity Wave Parameterization: A Case Study of the Quasi-Biennial Oscillation in an Intermediate Complexity Climate Model”, Journal of advances in modeling earth systems, 2022. https://doi.org/10.1029/2022MS003245.

Espinosa, Z.I., A. Sheshadri, G.R. Cain, E.P. Gerber, and K.J. DallaSanta. “Machine Learning Gravity Wave Parameterization Generalizes to Capture the QBO and Response to Increased CO2”, Geophys. Res. Lett., 2022. https://doi.org/10.1029/2022GL098174.

Sheshadri, A., M. Borrus, M.R. Yoder, and T. Robinson. “Midlatitude Error Growth in Atmospheric GCMs: The Role of Eddy Growth Rate”, Geophysical research letters, 2021. https://doi.org/10.1029/2021GL096126.

Goss, M., E.A. Lindgren, A. Sheshadri, and N.S. Diffenbaugh. “The Atlantic Jet Response to Stratospheric Events: A Regime Perspective”, Journal of Geophysical Research - Atmospheres, 126 (2021). https://doi.org/10.1029/2020JD033358.

Burnett, A.C., A. Sheshadri, L. Silvers, and T. Robinson. “Tropical Cyclone Frequency under Varying SSTs in Aquaplanet Simulations”, Geophysical research letters, 2021. https://doi.org/10.1029/2020GL091980.