Stephan Hoyer

Researcher, Google

Joined

December 2017

Names

Stephan Hoyer

Emails

****@google.com (Confirmed)

Personal Links

Career & Education History

Researcher

Google (google.com)

2016 – Present

PhD student

University of California Berkeley (berkeley.edu)

2008 – 2013

Advisors, Relations & Conflicts

No relations added

Expertise

differentiable programming

,

physics

,

computational science

Present

weather

,

climate

,

fluid dynamics

Present

numpy

,

jax

Present

Publications

WeatherBench 2: A Benchmark for the Next Generation of Data-Driven Global Weather Models
Ian Langmore, Stephan Hoyer, Peter Battaglia, Peter Dominik Dueben, Fei Sha
- Journal of advances in modeling earth systems
- Readers: Everyone
Neural General Circulation Models
Ian Langmore, Dmitrii Kochkov, Stephan Hoyer, Peter Battaglia, Peter Christian Norgaard, Jamie Smith, Milan Klöwer, James William Lottes, Alvaro Sanchez-Gonzalez
- Nature
- Readers: Everyone
DySLIM: Dynamics Stable Learning by Invariant Measure for Chaotic Systems
Yair Schiff, Zhong Yi Wan, Jeffrey B. Parker, Stephan Hoyer, Volodymyr Kuleshov, Fei Sha, Leonardo Zepeda-Núñez
- ICML 2024 Poster
- Readers: Everyone
DySLIM: Dynamics Stable Learning by Invariant Measure for Chaotic Systems
Yair Schiff, Zhong Yi Wan, Jeffrey B. Parker, Stephan Hoyer, Volodymyr Kuleshov, Fei Sha, Leonardo Zepeda-Núñez
- CoRR 2024
- Readers: Everyone
WeatherBench 2: A benchmark for the next generation of data-driven global weather models
Stephan Rasp, Stephan Hoyer, Alexander Merose, Ian Langmore, Peter W. Battaglia, Tyler Russell, Alvaro Sanchez-Gonzalez, Vivian Yang, Rob Carver, Shreya Agrawal, Matthew Chantry, Zied Ben Bouallegue, Peter Dueben, Carla Bromberg, Jared Sisk, Luke Barrington, Aaron Bell, Fei Sha
- CoRR 2023
- Readers: Everyone
Neural General Circulation Models
Dmitrii Kochkov, Janni Yuval, Ian Langmore, Peter Norgaard, Jamie A. Smith, Griffin Mooers, James Lottes, Stephan Rasp, Peter D. Düben, Milan Klöwer, Sam Hatfield, Peter W. Battaglia, Alvaro Sanchez-Gonzalez, Matthew Willson, Michael P. Brenner, Stephan Hoyer
- CoRR 2023
- Readers: Everyone
Learning to correct spectral methods for simulating turbulent flows
Gideon Dresdner, Dmitrii Kochkov, Peter Christian Norgaard, Leonardo Zepeda-Nunez, Jamie Smith, Michael Brenner, Stephan Hoyer
- Accepted by TMLR
- Readers: Everyone
Efficient and Modular Implicit Differentiation
Mathieu Blondel, Quentin Berthet, marco cuturi, Roy Frostig, Stephan Hoyer, Felipe Llinares-López, Fabian Pedregosa, Jean-Philippe Vert
- Published: 31 Oct 2022, Last Modified: 08 Feb 2026
- NeurIPS 2022 Accept
- Readers: Everyone
Efficient and Modular Implicit Differentiation
Mathieu Blondel, Quentin Berthet, Marco Cuturi, Roy Frostig, Stephan Hoyer, Felipe Llinares-López, Fabian Pedregosa, Jean-Philippe Vert
- NeurIPS 2022
- 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

View all 25 publications

Co-Authors

View all 130 co-authors