Towards Scientific Foundation Models and How They Could Change ML In Survey Astronomy

AI Science Center Seminar @ Universite de Geneve

Towards Scientific Foundation Models and How They Could Change ML In Survey Astronomy

Talk at SISSA

Foundation Models for Science: Myth or Reality?

SCOPE: Science at the Convergence of AI and Exascale computing 10-11 Mar 2026 Paris (France)

Foundation Models for Survey Astronomy

Spring 2026 CosmicAI Seminar Series Talk, January 2026

Building Large Multimodal Foundation Models for Survey Astronomy

Talk at the AAS 247 special session on Advancing AI Infrastructure for Large Astronomy Datasets.

NeurIPS 2025 Uncertainty Quantification Challenge

FAIR Universe – handling uncertainties and distribution shifts for precision cosmology

MultimodalUniverse

MultimodalUniverse

NeurIPS AION-1

Short talk for NeurIPS

Towards Scientific Foundation Models and How They Could Change ML In Survey Astronomy

Talk at the 2025 IDIES Annual Symposium at Johns Hopkins University

Differentiable Forward Models and Efficient Sampling

Putting the Cosmic Large-scale Structure on the Map: Theory Meets Numerics

Differentiable Programming and its Applications in Astro

Lecture at the 20th Heidelberg Summer School

Foundation Models for Astrophysics

Build Big or Build Smart Workshop, September 2025

Foundation Models for Astrophysics

IAIFI Summer Workshop, August 2025

Simulation-Based Inference for Cosmology

SBI lecture at Les Houches Summer School on the Dark Universe

Pretraining Scientific Foundation Models

Foundation Models for Astronomy Tutorial

Multimodal Foundation Models for Scientific Data

Polymathic AI talk at FM4Science Conference

Foundation Models for Astrophysics

APS Global Physics Summit, March 2025

One Network to Rule Them All

LINCC Tech Talk, Feb 2025

Towards Multidisciplinary Scientific Foundation Models

Overview talk of the Polymathic AI Initiative