Adaptive Reconstruction of Imperfectly Observed Monotone Functions, with Applications to Uncertainty Quantification. - Luc Bonnet; Jean-Luc Akian; Éric Savin; Timothy John Sullivan (Algorithms, 2020)

Learning "best" kernels from data in Gaussian process regression. With application to aerodynamics. - Jean-Luc Akian; Luc Bonnet; Houman Owhadi; Éric Savin (J. Comput. Phys., 2022)