Alberto Badías

According to our database, Alberto Badías authored at least 13 papers between 2017 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Neural Network Layer Algebra: A Framework to Measure Capacity and Compression in Deep Learning.

Alberto Badías, Ashis G. Banerjee

IEEE Trans. Neural Networks Learn. Syst., August, 2024

Thermodynamics-Informed Graph Neural Networks.

Quercus Hernández, Alberto Badías, Francisco Chinesta, Elías Cueto

IEEE Trans. Artif. Intell., March, 2024

Thermodynamics-informed super-resolution of scarce temporal dynamics data.

Carlos Bermejo-Barbanoj, Beatriz Moya, Alberto Badías, Francisco Chinesta, Elías Cueto

CoRR, 2024

2023

Physics Perception in Sloshing Scenes With Guaranteed Thermodynamic Consistency.

Beatriz Moya, Alberto Badías, David González, Francisco Chinesta, Elías Cueto

IEEE Trans. Pattern Anal. Mach. Intell., 2023

2022

MORPH-DSLAM: Model Order Reduction for Physics-Based Deformable SLAM.

Alberto Badías, Icíar Alfaro, David González, Francisco Chinesta, Elías Cueto

IEEE Trans. Pattern Anal. Mach. Intell., 2022

Port-metriplectic neural networks: thermodynamics-informed machine learning of complex physical systems.

Quercus Hernández, Alberto Badías, Francisco Chinesta, Elías Cueto

CoRR, 2022

Thermodynamics-informed neural networks for physically realistic mixed reality.

Quercus Hernández, Alberto Badías, Francisco Chinesta, Elías Cueto

CoRR, 2022

Physics-informed Reinforcement Learning for Perception and Reasoning about Fluids.

Beatriz Moya, Alberto Badías, David González, Francisco Chinesta, Elías Cueto

CoRR, 2022

2021

Structure-preserving neural networks.

Quercus Hernandez, Alberto Badías, David González, Francisco Chinesta, Elías Cueto

J. Comput. Phys., 2021

Neural Network Layer Algebra: A Framework to Measure Capacity and Compression in Deep Learning.

Alberto Badías, Ashis Banerjee

CoRR, 2021

2020

Deep learning of thermodynamics-aware reduced-order models from data.

Quercus Hernandez, Alberto Badías, David González, Francisco Chinesta, Elías Cueto

CoRR, 2020

2018

Improving the realism of mixed reality through physical simulation.

Alberto Badías, Icíar Alfaro, David González, Francisco Chinesta, Elías Cueto

Proceedings of the Special Interest Group on Computer Graphics and Interactive Techniques Conference, 2018

2017

RGB-D Computer Vision Techniques for Simulated Prosthetic Vision.

Jesus Bermudez-Cameo, Alberto Badías-Herbera, Manuel Guerrero-Viu, Gonzalo López-Nicolás, José Jesús Guerrero

Proceedings of the Pattern Recognition and Image Analysis - 8th Iberian Conference, 2017