Suman Ravuri

Principal Researcher, NVIDIA

Joined

May 2026

Names

Suman Ravuri (Preferred)

Suman V. Ravuri

Emails

****@nvidia.com (Confirmed)

****@eecs.berkeley.edu (Confirmed)

****@google.com

Personal Links

ORCID

Career & Education History

Principal Researcher

NVIDIA (nvidia.com)

2024 – 2026

Researcher

DeepMind, Google (google.com)

2016 – 2023

PhD student

Electrical Engineering & Computer Science Department, University of California, Berkeley (eecs.berkeley.edu)

2007 – 2015

Advisors, Relations & Conflicts

Coauthor

David Warde-Farley

2022 – 2023

Coauthor

Karel Lenc

2019 – 2023

Coauthor

Shakir Mohamed

2018 – 2023

Coauthor

Piotr W Mirowski

2017 – 2023

Coauthor

Oriol Vinyals

2017 – 2023

PhD Advisor

Nelson Morgan

2007 – 2016

Expertise

Weather

2021 – 2026

Generative Modeling

2018 – 2025

Speech

2007 – 2016

Publications

Neural Compression of Atmospheric States
Piotr Mirowski, David Warde-Farley, Mihaela Rosca, Matthew Koichi Grimes, Yana Hasson, Hyunjik Kim, Mélanie Rey, Simon Osindero, Suman V. Ravuri, Shakir Mohamed
- CoRR 2024
- Readers: Everyone
Machine learning emulation of precipitation from km-scale regional climate simulations using a diffusion model
Henry Addison, Elizabeth Kendon, Suman V. Ravuri, Laurence Aitchison, Peter A. G. Watson
- CoRR 2024
- Readers: Everyone
Learning skillful medium-range global weather forecasting
Remi Lam, Alvaro Sanchez-Gonzalez, Matthew Willson, Peter Wirnsberger, Meire Fortunato, Ferran Alet, Suman Ravuri, Timo Ewalds, Zach Eaton-Rosen, Weihua Hu, Alexander Merose, Stephan Hoyer, George Holland, Oriol Vinyals, Jacklynn Stott, Alexander Pritzel, Shakir Mohamed, Peter Battaglia
- Science
- Readers: Everyone
Understanding Deep Generative Models with Generalized Empirical Likelihoods
Suman V. Ravuri, Mélanie Rey, Shakir Mohamed, Marc Peter Deisenroth
- CoRR 2023
- Readers: Everyone
GraphCast: Learning skillful medium-range global weather forecasting
Rémi Lam, Alvaro Sanchez-Gonzalez, Matthew Willson, Peter Wirnsberger, Meire Fortunato, Alexander Pritzel, Suman V. Ravuri, Timo Ewalds, Ferran Alet, Zach Eaton-Rosen, Weihua Hu, Alexander Merose, Stephan Hoyer, George Holland, Jacklynn Stott, Oriol Vinyals, Shakir Mohamed, Peter W. Battaglia
- CoRR 2022
- Readers: Everyone
Machine learning emulation of a local-scale UK climate model
Henry Addison, Elizabeth Kendon, Suman V. Ravuri, Laurence Aitchison, Peter A. G. Watson
- Published: 01 Jan 2022, Last Modified: 12 May 2023
- CoRR 2022
- Readers: Everyone
Skilful precipitation nowcasting using deep generative models of radar
Suman Ravuri, Karel Lenc, Matthew Willson, Dmitry Kangin, Remi Lam, Piotr Mirowski, Megan Fitzsimons, Maria Athanassiadou, Sheleem Kashem, Sam Madge, Rachel Prudden, Amol Mandhane, Aidan Clark, Andrew Brock, Karen Simonyan, Raia Hadsell, Niall Robinson, Ellen Clancy, Alberto Arribas, Shakir Mohamed
- Nature
- Readers: Everyone
Skilful precipitation nowcasting using deep generative models of radar
Suman V. Ravuri, Karel Lenc, Matthew Willson, Dmitry Kangin, Rémi Lam, Piotr Mirowski, Megan Fitzsimons, Maria Athanassiadou, Sheleem Kashem, Sam Madge, Rachel Prudden, Amol Mandhane, Aidan Clark, Andrew Brock, Karen Simonyan, Raia Hadsell, Niall H. Robinson, Ellen Clancy, Alberto Arribas, Shakir Mohamed
- Nat. 2021
- Readers: Everyone
Skillful Precipitation Nowcasting using Deep Generative Models of Radar
Suman V. Ravuri, Karel Lenc, Matthew Willson, Dmitry Kangin, Rémi Lam, Piotr Mirowski, Megan Fitzsimons, Maria Athanassiadou, Sheleem Kashem, Sam Madge, Rachel Prudden, Amol Mandhane, Aidan Clark, Andrew Brock, Karen Simonyan, Raia Hadsell, Niall H. Robinson, Ellen Clancy, Alberto Arribas, Shakir Mohamed
- 2021 (modified: 09 Apr 2022)
- CoRR 2021
- Readers: Everyone

View all 36 publications

Co-Authors

View all 69 co-authors