Alistair White

Research Engineer, Brightband

PhD student, Technische Universität München

Joined

January 2023

Names

Alistair White (Preferred)

Emails

****@pik-potsdam.de (Confirmed)

****@tum.de (Confirmed)

****@brightband.com (Confirmed)

Personal Links

Homepage

DBLP

Career & Education History

Research Engineer

Brightband (brightband.com)

2026 – Present

PhD student

Technische Universität München (tum.de)

2021 – 2026

Advisors, Relations & Conflicts

PhD Advisor

Niklas Boers

2022 – 2026

Expertise

No areas of expertise listed

Publications

ClimSim-Online: A Large Multi-Scale Dataset and Framework for Hybrid Physics-ML Climate Emulation
Sungduk Yu, Zeyuan Hu, Akshay Subramaniam, Walter M. Hannah, Liran Peng, Jerry Lin, Mohamed Aziz Bhouri, Ritwik Gupta, Björn Lütjens, Justus C. Will, Gunnar Behrens, Julius J. M. Busecke, Nora Loose, Charles Stern, Tom Beucler, Bryce E. Harrop, Helge Heuer, Benjamin R. Hillman, Andrea M. Jenney, Nana Liu et al. (27 additional authors not shown)
- J. Mach. Learn. Res. 2025
- Readers: Everyone
Machine Learning for predicting chaotic systems
Christof Schötz, Alistair White, Maximilian Gelbrecht, Niklas Boers
- arXiv
- Readers: Everyone
Projected Neural Differential Equations for Learning Constrained Dynamics
Alistair White, Anna Büttner, Maximilian Gelbrecht, Valentin Duruisseaux, Niki Kilbertus, Frank Hellmann, Niklas Boers
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Differentiable programming for Earth system modeling
Maximilian Gelbrecht, Alistair White, Sebastian Bathiany, Niklas Boers
- Geoscientific Model Development
- Readers: Everyone
Projected Neural Differential Equations for Power Grid Modeling with Constraints
Alistair White, Anna Büttner, Maximilian Gelbrecht, Niki Kilbertus, Frank Hellmann, Niklas Boers
- D3S3 2024 Poster
- Readers: Everyone
Projected Neural Differential Equations for Learning Constrained Dynamics
Alistair White, Anna Büttner, Maximilian Gelbrecht, Valentin Duruisseaux, Niki Kilbertus, Frank Hellmann, Niklas Boers
- CoRR 2024
- Readers: Everyone
Machine Learning for predicting chaotic systems
Christof Schötz, Alistair White, Maximilian Gelbrecht, Niklas Boers
- CoRR 2024
- Readers: Everyone
SpeedyWeather.jl: Reinventing atmospheric general circulation models towards interactivity and extensibility
Milan Klöwer, Maximilian Gelbrecht, Daisuke Hotta, Justin Willmert, Simone Silvestri, Gregory LeClaire Wagner, Alistair White, Sam Hatfield, Tom Kimpson, Navid C. Constantinou, Christopher Hill
- J. Open Source Softw. 2024
- Readers: Everyone
Stabilized Neural Differential Equations for Learning Dynamics with Explicit Constraints
Alistair White, Niki Kilbertus, Maximilian Gelbrecht, Niklas Boers
- NeurIPS 2023 poster
- Readers: Everyone
Stabilized Neural Differential Equations for Learning Dynamics with Explicit Constraints
Alistair White, Niki Kilbertus, Maximilian Gelbrecht, Niklas Boers
- NeurIPS 2023
- Readers: Everyone

View all 11 publications

Co-Authors

Akshay Subramaniam
Andrea M. Jenney
Anna Büttner
Benjamin R. Hillman
Björn Lütjens
Bryce E. Harrop
Charles Stern
Christof Schötz
Christopher Hill
Christopher S. Bretherton
Daisuke Hotta
Elizabeth A. Barnes
Fernando Iglesias-Suarez
Fiaz Ahmed
Frank Hellmann
Gregory LeClaire Wagner
Guang Zhang
Gunnar Behrens
Helge Heuer
J. David Neelin
Janni Yuval
Jerry Lin
Julius J. M. Busecke
Justin Willmert
Justus C. Will

View all 63 co-authors