Matthias De Lozzo

Publication Activity (10 Years)

Years Active: 2012-2019
Publications (10 Years): 3

Top Topics

Hyperparameters

Gaussian Process

Sensitivity Analysis

Top Venues

SIAM/ASA J. Uncertain. Quantification

Eng. Appl. Artif. Intell.

Reliab. Eng. Syst. Saf.

Publications

Paul Mycek, Matthias De Lozzo
Multilevel Monte Carlo Covariance Estimation for the Computation of Sobol' Indices. SIAM/ASA J. Uncertain. Quantification 7 (4) (2019)
Matthias De Lozzo, Amandine Marrel
Estimation of the Derivative-Based Global Sensitivity Measures Using a Gaussian Process Metamodel. SIAM/ASA J. Uncertain. Quantification 4 (1) (2016)
Amandine Marrel, N. Marie, Matthias De Lozzo
Advanced surrogate model and sensitivity analysis methods for sodium fast reactor accident assessment. Reliab. Eng. Syst. Saf. 138 (2015)
Matthias De Lozzo, Patricia Klotz, Béatrice Laurent
Multilayer perceptron for the learning of spatio-temporal dynamics - application in thermal engineering. Eng. Appl. Artif. Intell. 26 (10) (2013)
Matthias De Lozzo, Patricia Klotz, Béatrice Laurent
Learning of Spatio-temporal Dynamics in Thermal Engineering. EANN (2012)