Alberto Badías

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

Quercus Hernández, Alberto Badías, David González et al. · Computer Methods in Applied Mechanics and Engineering · 2021 · 83 citations · Full text

Structure-preserving neural networks

Quercus Hernández, Alberto Badías, David González et al. · Journal of Computational Physics · 2020 · 74 citations · Full text

Engineering, Machine Learning, Computational Neuroscience +6

Digital twins that learn and correct themselves

Beatriz Moya, Alberto Badías, Icíar Alfaro et al. · International Journal for Numerical Methods in Engineering · 2020 · 56 citations · Full text

Engineering, Digital Twinning, Intelligent Systems +19

Thermodynamics-Informed Graph Neural Networks

Quercus Hernández, Alberto Badías, Francisco Chinesta et al. · IEEE Transactions on Artificial Intelligence · 2022 · 43 citations · Full text

Geometric Learning, Engineering, Machine Learning +16

Model order reduction for real-time data assimilation through Extended Kalman Filters

David González, Alberto Badías, Icíar Alfaro et al. · Computer Methods in Applied Mechanics and Engineering · 2017 · 31 citations

State Estimation, Adaptive Filter, Reduced Order Modeling +11