Aditi Sheshadri

Joined

September 2024

Names

Aditi Sheshadri (Preferred)

Emails

****@stanford.edu (Confirmed)

Personal Links

Homepage

Google Scholar

Career & Education History

Assistant Professor

Earth system science, Stanford University (stanford.edu)

2018 – 2024

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

Offline Performance of a Nonlocal Deep Learning Parameterization for Climate Model Representation of Atmospheric Gravity Waves
Aman Gupta, Aditi Sheshadri, Sujit Roy, Valentine Anantharaj
- AGU Journal of Advances in Modeling Earth Systems
- Readers: Everyone
MAUSAM: An Observations-focused assessment of Global AI Weather Prediction Models During the South Asian Monsoon
Aman Gupta, Aditi Sheshadri, Dhruv Suri
- OpenReview Archive Direct Upload
- Readers: Everyone
Updates on Model Hierarchies for Understanding and Simulating the Climate System: A Focus on Data-Informed Methods and Climate Change Impacts
Aman Gupta, Laura Mansfield, Aditi Sheshadri
- Journal for Advances in Modeling of Earth Systems
- Readers: Everyone
Machine Learning Global Simulation of Nonlocal Gravity Wave Propagation
Aman Gupta, Sujit Roy, Aditi Sheshadri, Rahul Ramachandran, Manil Maskey, Vishal Gaur
- ICML 2024
- Readers: Everyone
A Foundation Model for Weather and Climate
Johannes Schmude, Sujit Roy, Will Trojak, Johannes Jakubik, Daniel Salles Civitarese, Shraddha Singh, Julian Kuehnert, ANKUR KUMAR, Aman Gupta, Christopher E. Phillips, Romeo Kienzler, Daniela Szwarcman, Vishal Gaur, Rajat Shinde, Rohit Lal, Arlindo M. da Silva, Jorge Guevara, Anne Jones, Simon Pfreundschuh, Amy Lin et al. (9 additional authors not shown)
- Submitted to ICLR 2025
- Readers: Everyone
Finetuning Weather Foundation Models to Develop Climate Model Parameterizations
Aman Gupta, Sujit Roy, Johannes Schmude, Vishal Gaur, Wei Ji Leong, Manil Maskey, Rahul Ramachandran, Aditi Sheshadri
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone

Co-Authors

View all 31 co-authors

Aditi Sheshadri

Names

Emails

Personal Links

Career & Education History

Advisors, Relations & Conflicts

Expertise

Publications

Offline Performance of a Nonlocal Deep Learning Parameterization for Climate Model Representation of Atmospheric Gravity Waves

MAUSAM: An Observations-focused assessment of Global AI Weather Prediction Models During the South Asian Monsoon

Updates on Model Hierarchies for Understanding and Simulating the Climate System: A Focus on Data-Informed Methods and Climate Change Impacts

Machine Learning Global Simulation of Nonlocal Gravity Wave Propagation

A Foundation Model for Weather and Climate

Finetuning Weather Foundation Models to Develop Climate Model Parameterizations

Co-Authors