Empowering Materials Processing and Performance from Data and AI
Article dans une revue avec comité de lecture
Abstract
Third millennium engineering is addressing new challenges in materials sciences and engineering [...]
Files in this item
Related items
Showing items related by title, author, creator and subject.
-
Article dans une revue avec comité de lectureAMORES, Víctor J.; MONTÁNS, Francisco J.;
CUETO, Elias;
CHINESTA SORIA, Francisco (Frontiers Media SA, 2022-05)
We propose an efficient method to determine the micro-structural entropic behavior of polymer chains directly from a sufficiently rich non-homogeneous experiment at the continuum scale. The procedure is developed in 2 ... -
Article dans une revue avec comité de lectureThe imminent impact of immersive technologies in society urges for active research in real-time and interactive physics simulation for virtual worlds to be realistic. In this context, realistic means to be compliant to the ...
-
Article dans une revue avec comité de lecture
SANCARLOS, Abel; CHAMPANEY, Victor;
CUETO, Elias;
CHINESTA SORIA, Francisco (Springer Open, 2023-03)
Regressions created from experimental or simulated data enable the construction of metamodels, widely used in a variety of engineering applications. Many engineering problems involve multi-parametric physics whose corresponding ... -
Article dans une revue avec comité de lectureWe develop inductive biases for the machine learning of complex physical systems based on the port-Hamiltonian formalism. To satisfy by construction the principles of thermodynamics in the learned physics (conservation of ...
-
Article dans une revue avec comité de lecture
GHNATIOS, Chady;
DI LORENZO, Daniele; CHAMPANEY, Victor;
CUETO, Elias;
CHINESTA SORIA, Francisco (American Institute of Mathematical Sciences (AIMS), 2024-07)
Trajectory optimization is a complex process that includes an infinite number of possibilities and combinations. This work focuses on a particular aspect of the trajectory optimization, related to the optimization of a ...