Selected publications
- F. Masi, I. Einav (2024). Neural integration for constitutive equations using small data. Computer Methods in Applied Mechanics and Engineering, 420, 116698. doi: 10.1016/j.cma.2023.116698
- F. Masi, I. Stefanou (2022). Multiscale modeling of inelastic materials with Thermodynamics-based Artificial Neural Networks (TANN). Computer Methods in Applied Mechanics and Engineering, 398, 115190. doi: 10.1016/j.cma.2022.115190
- M. Arbel, J. Mairal (2022). Non-convex bilevel games with critical point selection maps. Advances in Neural Information Processing Systems, 582, 8013-8026. doi: 10.48550/arXiv.2207.04888
- F. Masi, I. Stefanou, P. Vannucci, V. Maffi-Berthier (2021). Thermodynamics-based artificial neural networks for constitutive modeling. Journal of the Mechanics and Physics of Solids, 147, 104277. doi: 10.1016/j.jmps.2020.104277
- M. Bińkowski, D.J. Sutherland, M. Arbel, A. Gretton (2018). Demystifying MMD GANs. International Conference on Learning Representations.
- F. Dubois, V. Acary, M. Jean (2018). The Contact Dynamics method: A nonsmooth story. Comptes Rendus Mécanique, 346(3), 247-262.
- V. Acary (2013). Projected event-capturing time-stepping schemes for nonsmooth mechanical systems with unilateral contact and Coulomb’s friction. Computer Methods in Applied Mechanics and Engineering, 256, 224-250.
- V. Acary, F. Pérignon (2007). Siconos: A software platform for modeling, simulation, analysis and control of nonsmooth dynamical systems. SNE Simulation News Europe, 17(3/4), 19-26.