Research

Publications & Proceedings

Anton Selitskiy, David Millard

Deep Ritz Method for Elliptic Differential-Difference Equations
Proceedings of the AMS Spring Eastern Sectional Meeting, 2025.

[Conference]

David Millard, Arielle Carr, Stéphane Gaudreault

Deep Learning for Koopman Operator Estimation in Idealized Atmospheric Dynamics
Proceedings of the 2024 IEEE International Conference on Big Data.

[arXiv] [IEEE Xplore]

David Millard, Arielle Carr, Stéphane Gaudreault

Data-Driven Initial Guess Selection for Numerical Weather Prediction Solvers
Proceedings of the 2024 IEEE International Conference on Big Data.

[IEEE Xplore]

Preprints

David Millard, Arielle Carr, Stéphane Gaudreault, Ali Baheri

PEARL: Preconditioner Enhancement through Actor-critic Reinforcement Learning
Preprint.

[arXiv]

David Millard, Arielle Carr, Stéphane Gaudreault, Ali Baheri

DEF: Diffusion-augmented Ensemble Forecasting
Preprint.

[arXiv]

David Millard, Lars Lindemann, Ali Baheri

Split Conformal Prediction in the Function Space with Neural Operators
Preprint.

[arXiv]