Victor Schmidt
- Quantifying the Carbon Emissions of Machine Learning
2019/10/21 by Alexandre Lacoste, Lacoste, Alexandre, Alexandra Sasha Luccioni +5 · 52 citations
Computer Science · Engineering · #Computers and Society (cs.CY) #Energy Load and Power Forecasting #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification
- A Hitchhiker's Guide to Geometric GNNs for 3D Atomic Systems
2023/12/12 by Alexandre Duval, Simon V. Mathis, Duval, Alexandre +19 · 2 voices · 14 citations
Materials Science · Physics and Astronomy · #Nuclear Physics and Applications #X-ray Diffraction in Crystallography #cs.AI #cs.LG #q-bio.QM #stat.ML
- Visualizing the Consequences of Climate Change Using Cycle-Consistent Adversarial Networks
2019/05/02 by Victor Schmidt, Schmidt, Victor, Alexandra Luccioni +11 · 1 voice · 1 citation
#cs.CV #cs.AI
- FAENet: Frame Averaging Equivariant GNN for Materials Modeling
2023/04/28 by Alexandre Duval, Victor Schmidt, Duval, Alexandre +10 · 12 citations
Computer Science · Materials Science · #Advanced Graph Neural Networks #Computational Drug Discovery Methods #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Materials Science
- PhAST: Physics-Aware, Scalable, and Task-specific GNNs for Accelerated Catalyst Design
2022/11/22 by Alexandre Duval, Duval, Alexandre, Victor Schmidt +9 · 1 citation
Materials Science · Computer Science · #Machine Learning in Materials Science #Catalytic Processes in Materials Science #Cloud Computing and Resource Management