Victor Schmidt

Joined

September 2021

Names

Victor Schmidt (Preferred)

Emails

****@mila.quebec (Confirmed)

Personal Links

Career & Education History

PhD student

University of Montreal (umontreal.ca)

2019 – 2023

Advisors, Relations & Conflicts

PhD Advisor

2019 – 2023

Expertise

Generative modeling

Present

Representation learning

Present

Climate change

Present

Publications

Accelerating Ammonia Decomposition Catalyst Discovery with AI
Samuel P. Gleason, Mathilde L. D. Franckel, Martin Siron, Alan Barrios, Richard Tran, Joseph Musielewicz, Piyusa Priyadarsan Pattanaik, Anvesh Nathani, Tristan Deleu, Etienne du Fayet, Jean-Gabriel Argaud, Sagar Pal, Hannah Bull, Cory Hargus, Svetlana Heyte, Victor Schmidt, Egon Heuson, Sébastien Paul, Alexandre Duval
- AI4X-AC 2026 Oral
- Readers: Everyone
Catalyst GFlowNet for electrocatalyst design: A hydrogen evolution reaction case study
Lena Podina, Alex Hernández-García, Christina Humer, Alexandre Duval, Victor Schmidt, Ali Ramlaoui, Shahana Chatterjee, Yoshua Bengio, David Rolnick, Félix Therrien
- AI4Mat-NeurIPS-2025 Poster
- Readers: Everyone
LeMat-Traj: A Scalable and Unified Dataset of Materials Trajectories for Atomistic Modeling
Ali Ramlaoui, Martin Siron, Inel DJAFAR, Joseph Musielewicz, Amandine Rossello, Victor Schmidt, Alexandre Duval
- AI4Mat-NeurIPS-2025 Poster
- Readers: Everyone
Improving Molecular Modeling with Geometric GNNs: an Empirical Study
Ali Ramlaoui, Théo Saulus, Basile Terver, Victor Schmidt, David Rolnick, Fragkiskos D. Malliaros, Alexandre AGM Duval
- ML4LMS Poster
- Readers: Everyone
On the importance of catalyst-adsorbate 3D interactions for relaxed energy predictions
Alvaro Carbonero, Alexandre AGM Duval, Victor Schmidt, Santiago Miret, Alex Hernández-García, Yoshua Bengio, David Rolnick
- AI4Mat-2023 Poster
- Readers: Everyone
Crystal-GFN: sampling materials with desirable properties and constraints
Mistal, Alex Hernández-García, Alexandra Volokhova, Alexandre AGM Duval, Yoshua Bengio, Divya Sharma, Pierre Luc Carrier, Michał Koziarski, Victor Schmidt
- AI4Mat-2023 Spotlight
- Readers: Everyone
FAENet: Frame Averaging Equivariant GNN for Materials Modeling
Alexandre AGM Duval, Victor Schmidt, Alex Hernández-García, Santiago Miret, Fragkiskos D. Malliaros, Yoshua Bengio, David Rolnick
- ICML 2023 Poster
- Readers: Everyone
PhAST: Physics-Aware, Scalable, and Task-specific GNNs for Accelerated Catalyst Design
Alexandre AGM Duval, Victor Schmidt, Santiago Miret, Yoshua Bengio, Alex Hernández-García, David Rolnick
- Published: 22 Nov 2022, Last Modified: 08 Feb 2026
- AI4Mat 2022 Poster
- Readers: Everyone
ClimateGAN: Raising Climate Change Awareness by Generating Images of Floods
Victor Schmidt, Alexandra Luccioni, Mélisande Teng, Tianyu Zhang, Alexia Reynaud, Sunand Raghupathi, Gautier Cosne, Adrien Juraver, Vahe Vardanyan, Alex Hernández-García, Yoshua Bengio
- Published: 28 Jan 2022, Last Modified: 12 Oct 2025
- ICLR 2022 Poster
- Readers: Everyone

Co-Authors

View all 47 co-authors