Data Driven Model Learners Through Machine Learning Techniques

C. Argerich Martin, R. Ibanez Pinillo and F. Chinesta

Abstract

A Parametric Transfer Function for Real-Time Simulation of Coupled Complex Systems

C. Ghnatios, J.L. Duval, E. Cueto and F. Chinesta

Abstract

Data-Driven Adaptive Structural Dynamics

G. Quaranta, C. Argerich Martin, R. Ibañez Pinillo, J.L. Duval, E. Cueto and F. Chinesta

Abstract

The sparse Proper Generalized Decomposition as a Tool to Generate Response Surfaces

R. Ibáñez, E. Abisset-Chavanne, A. Ammar, D. González, E. Cueto, A. Huerta, J.L. Duval and F. Chinesta

Abstract

Data-Driven, Reduced-Order Modelling and Simulation of Free-Surface Flows

B. Moya, D. Gonzalez, I. Alfaro, F. Chinesta and E. Cueto

Abstract

New Methodologies for Reducing Size and Complexity of Large and Complex Engineering Systems

F. Chinesta, J.L. Duval and E. Cueto

Abstract