Learning of Spatio-temporal Dynamics in Thermal Engineering. - Matthias De Lozzo; Patricia Klotz; Béatrice Laurent (EANN, 2012)

Multilayer perceptron for the learning of spatio-temporal dynamics - application in thermal engineering. - Matthias De Lozzo; Patricia Klotz; Béatrice Laurent (Eng. Appl. Artif. Intell., 2013)

Advanced surrogate model and sensitivity analysis methods for sodium fast reactor accident assessment. - Amandine Marrel; N. Marie; Matthias De Lozzo (Reliab. Eng. Syst. Saf., 2015)

Estimation of the Derivative-Based Global Sensitivity Measures Using a Gaussian Process Metamodel. - Matthias De Lozzo; Amandine Marrel (SIAM/ASA J. Uncertain. Quantification, 2016)

Multilevel Monte Carlo Covariance Estimation for the Computation of Sobol' Indices. - Paul Mycek; Matthias De Lozzo (SIAM/ASA J. Uncertain. Quantification, 2019)