Rudy Morel

Postdoc, Flatiron Institute

Joined

January 2023

Names

Rudy Morel (Preferred)

Emails

****@ens.fr (Confirmed)

****@flatironinstitute.org (Confirmed)

****@outlook.fr (Confirmed)

Personal Links

Career & Education History

Postdoc

Flatiron Institute (flatironinstitute.org)

2023 – 2026

PhD student

Ecole Normale Supérieure de Paris (ens.fr)

2020 – 2023

Advisors, Relations & Conflicts

PhD Advisor

Stéphane Mallat

2020 – 2023

PhD Advisor

jean-philippe bouchaud

2020 – 2023

Expertise

Dynamical systems

spatio-temporal prediction

transformers

2023 – 2025

Finance

stochastic processes

2019 – 2025

Signal processing

wavelets

2019 – 2024

Maximum entropy models

2019 – 2024

Limited data regimes

2019 – 2024

Publications

Representation Learning for Spatiotemporal Physical Systems
Helen Qu, Rudy Morel, Michael McCabe, Francois Lanusse, Alberto Bietti, Shirley Ho, Yann LeCun
- AI&PDE Poster
- Readers: Everyone
Test-time Generalization for Physics through Neural Operator Splitting
Louis Serrano, Rudy Morel, Jiequn Han, Edouard Oyallon, Shirley Ho
- Submitted to ICLR 2026
- Readers: Everyone
AION-1: Omnimodal Foundation Model for Astronomical Sciences
Liam Holden Parker, Francois Lanusse, Jeff Shen, Ollie Liu, Tom Hehir, Leopoldo Sarra, Lucas Thibaut Meyer, Micah Bowles, Sebastian Wagner-Carena, Helen Qu, Siavash Golkar, Alberto Bietti, Hatim Bourfoune, Pierre Cornette, Keiya Hirashima, Geraud Krawezik, Ruben Ohana, Nicholas Lourie, Michael McCabe, Rudy Morel et al. (5 additional authors not shown)
- NeurIPS2025-AI4Science Oral
- Readers: Everyone
Predicting partially observable dynamical systems via diffusion models with a multiscale inference scheme
Rudy Morel, Francesco Pio Ramunno, Jeff Shen, Alberto Bietti, Kyunghyun Cho, Miles Cranmer, Siavash Golkar, OLEXANDR GUGNIN, Geraud Krawezik, Tanya Marwah, Michael McCabe, Lucas Thibaut Meyer, Payel Mukhopadhyay, Ruben Ohana, Liam Holden Parker, Helen Qu, François Rozet, K.D. Leka, Francois Lanusse, David Fouhey et al. (1 additional authors not shown)
- NeurIPS 2025 poster
- Readers: Everyone
AION-1: Omnimodal Foundation Model for Astronomical Sciences
Liam Holden Parker, Francois Lanusse, Jeff Shen, Ollie Liu, Tom Hehir, Leopoldo Sarra, Lucas Thibaut Meyer, Micah Bowles, Sebastian Wagner-Carena, Helen Qu, Siavash Golkar, Alberto Bietti, Hatim Bourfoune, Pierre Cornette, Keiya Hirashima, Geraud Krawezik, Ruben Ohana, Nicholas Lourie, Michael McCabe, Rudy Morel et al. (5 additional authors not shown)
- NeurIPS 2025 poster
- Readers: Everyone
DISCO: learning to DISCover an evolution Operator for multi-physics-agnostic prediction
Rudy Morel, Jiequn Han, Edouard Oyallon
- ICML 2025 poster
- Readers: Everyone
In-Context Neural PDE: Learning to Adapt a Neural Solver to Different Physics
Rudy Morel, Jiequn Han, Edouard Oyallon
- Submitted to ICLR 2025
- Readers: Everyone
The Well: a Large-Scale Collection of Diverse Physics Simulations for Machine Learning
Ruben Ohana, Michael McCabe, Lucas Thibaut Meyer, Rudy Morel, Fruzsina Julia Agocs, Miguel Beneitez, Marsha Berger, Blakesley Burkhart, Stuart B. Dalziel, Drummond Buschman Fielding, Daniel Fortunato, Jared A. Goldberg, Keiya Hirashima, Yan-Fei Jiang, Rich Kerswell, Suryanarayana Maddu, Jonah M. Miller, Payel Mukhopadhyay, Stefan S. Nixon, Jeff Shen et al. (5 additional authors not shown)
- D3S3 2024 Poster
- Readers: Everyone
The Well: a Large-Scale Collection of Diverse Physics Simulations for Machine Learning
Ruben Ohana, Michael McCabe, Lucas Thibaut Meyer, Rudy Morel, Fruzsina Julia Agocs, Miguel Beneitez, Marsha Berger, Blakesley Burkhart, Stuart B. Dalziel, Drummond Buschman Fielding, Daniel Fortunato, Jared A. Goldberg, Keiya Hirashima, Yan-Fei Jiang, Rich Kerswell, Suryanarayana Maddu, Jonah M. Miller, Payel Mukhopadhyay, Stefan S. Nixon, Jeff Shen et al. (6 additional authors not shown)
- NeurIPS 2024 Track Datasets and Benchmarks Poster
- Readers: Everyone
Contextual Counting: A Mechanistic Study of Transformers on a Quantitative Task
Siavash Golkar, Alberto Bietti, Mariel Pettee, Michael Eickenberg, Miles D. Cranmer, Keiya Hirashima, Géraud Krawezik, Nicholas Lourie, Michael McCabe, Rudy Morel, Ruben Ohana, Liam Holden Parker, Bruno Régaldo-Saint Blancard, Kyunghyun Cho, Shirley Ho
- CoRR 2024
- Readers: Everyone

View all 17 publications

Co-Authors

View all 64 co-authors