Learning with Combinatorial Optimization Layers: a Probabilistic Approach. - Guillaume Dalle; Léo Baty; Louis Bouvier; Axel Parmentier (CoRR, 2022)

Solving differential equations using physics informed deep learning: a hand-on tutorial with benchmark tests. - Hubert Baty; Léo Baty (CoRR, 2023)

Combinatorial Optimization-Enriched Machine Learning to Solve the Dynamic Vehicle Routing Problem with Time Windows. - Léo Baty; Kai Jungel; Patrick S. Klein; Axel Parmentier; Maximilian Schiffer (Transp. Sci., 2024)

Structured Reinforcement Learning for Combinatorial Decision-Making. - Heiko Hoppe; Léo Baty; Louis Bouvier; Axel Parmentier; Maximilian Schiffer (CoRR, 2025)