28 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- Universidad de ZaragozaES11 papers
- Instituto de Investigación en Ingeniería de AragónES3 papers
- CNRS@CREATE Ltd (Singapore)SG2 papers
- ESI Group (France)FR2 papers
- Laboratoire Procédés et Ingénierie en Mécanique et MatériauxFR2 papers
- Universidad Politécnica de MadridES2 papers
- Arts et MétiersFR1 paper
- Centre National de la Recherche ScientifiqueFR1 paper
- ETH ZurichCH1 paper
- European Organization for Nuclear ResearchCH1 paper
- Friedrich Schiller University JenaDE1 paper
- Heinrich Heine University DüsseldorfDE1 paper
Showing 2022Show all
2 papers · 1 filter
cs.LG2022★ 18 cited
Port-metriplectic neural networks: thermodynamics-informed machine learning of complex physical systems
Quercus Hernández, Alberto Badías, Francisco Chinesta +1
We develop inductive biases for the machine learning of complex physical systems based on the port-Hamiltonian formalism. To satisfy by construction the principles of thermodynamic…
cs.GR2022★ 26 cited
Thermodynamics-informed neural networks for physically realistic mixed reality
Quercus Hernández, Alberto Badías, Francisco Chinesta +1
The 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 conte…