A simulation-based framework for functional testing of automated driving controllers. - Adel Djoudi; Loic Coquelin; Rémi Régnier (ITSC, 2020)

Design of a new measurable approach for the qualification of the behaviour of an autonomous vehicle. - Yacine Mezali; Mohamed Idriss Khaledi; Loic Coquelin; Rémi Régnier; Jordan Martin (ECC, 2022)

Input uncertainty propagation through trained neural networks. - Paul Monchot; Loic Coquelin; Sébastien Julien Petit; Sébastien Marmin; Erwan Le Pennec; Nicolas Fischer (ICML, 2023)

Machine-learning for photoplethysmography analysis: Benchmarking feature, image, and signal-based approaches. - Mohammad Moulaeifard; Loic Coquelin; Mantas Rinkevicius; Andrius Solosenko; Oskar Pfeffer; Ciaran Bench; Nando Hegemann; Sara Vardanega; Manasi Nandi; Jordi Alastruey; Christian Heiss; Vaidotas Marozas; et al. (CoRR, 2025)