Francois Lanusse

Researcher, CNRS

Joined

September 2020

Names

Francois Lanusse (Preferred)

Emails

****@gmail.com (Confirmed)

****@cea.fr (Confirmed)

Personal Links

Homepage

Google Scholar

Career & Education History

Researcher

CNRS (cnrs.fr)

2020 – Present

Postdoc

University of California Berkeley (berkeley.edu)

2018 – 2019

Postdoc

Carnegie Mellon University (cmu.edu)

2015 – 2018

Advisors, Relations & Conflicts

Postdoc Advisor

Uros Seljak

2018 – Present

Coauthor

Barnabas Poczos

2016 – Present

Expertise

Generative models

Present

Astrophysics

Present

Publications

Hybrid Physical-Neural Simulator for Fast Cosmological Hydrodynamics
Arne Thomsen, Tilman Tröster, Francois Lanusse
- OpenReview Archive Direct Upload
- Readers: Everyone
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
Semantic search for 100M+ galaxy images using AI-generated captions
Nolan Koblischke, Liam Holden Parker, Francois Lanusse, Irina Espejo Morales, Jo Bovy, Shirley Ho
- NeurIPS2025-AI4Science Spotlight
- 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
Lost in Latent Space: An Empirical Study of Latent Diffusion Models for Physics Emulation
François Rozet, Ruben Ohana, Michael McCabe, Gilles Louppe, Francois Lanusse, Shirley Ho
- 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
The Multimodal Universe: Enabling Large-Scale Machine Learning with 100 TB of Astronomical Scientific Data
Eirini Angeloudi, Jeroen Audenaert, Micah Bowles, Benjamin M. Boyd, David Chemaly, Brian Cherinka, Ioana Ciuca, Miles Cranmer, Aaron Do, Matthew Grayling, Erin Elizabeth Hayes, Tom Hehir, Shirley Ho, Marc Huertas-Company, Kartheik G. Iyer, Maja Jablonska, Francois Lanusse, Henry W. Leung, Kaisey Mandel, Juan Rafael Martínez-Galarza et al. (9 additional authors not shown)
- NeurIPS 2024 Track Datasets and Benchmarks Poster
- Readers: Everyone
Teaching dark matter simulations to speak the halo language
Shivam Pandey, Francois Lanusse, Chirag Modi, Benjamin Dan Wandelt
- 2nd SPIGM @ ICML Poster
- Readers: Everyone
Learning Diffusion Priors from Observations by Expectation Maximization
François Rozet, Gérôme Andry, Francois Lanusse, Gilles Louppe
- NeurIPS 2024 poster
- Readers: Everyone

View all 19 publications

Co-Authors

View all 74 co-authors