Moya, Beatriz

1. A graph convolutional autoencoder approach to model order reduction for parametrized PDEs
   2023/05/15 by Federico Pichi, Beatriz Moya, Pichi, Federico +3 · 7 citations
   Engineering · Materials Science · Physics and Astronomy · #65M22 #65M60 #68T07 #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning in Materials Science #Model Reduction and Neural Networks #Numerical Analysis (math.NA) #Real-time simulation and control systems
2. A Thermodynamics-informed Active Learning Approach to Perception and Reasoning about Fluids
   2022/03/11 by Beatriz Moya, Moya, Beatriz, Alberto Badías +7 · 2 citations
   Decision Sciences · Engineering · Physics and Astronomy · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Model Reduction and Neural Networks #Reservoir Engineering and Simulation Methods #Scientific Computing and Data Management
3. Learning Physics from Data: a Thermodynamic Interpretation
   2019/09/03 by Chinesta, Francisco, Cueto, Elias, Grmela, Miroslav +3 · 1 citation
   #Adaptation and Self-Organizing Systems (nlin.AO) #Data Analysis #FOS: Physical sciences #Statistical Mechanics (cond-mat.stat-mech) #Statistics and Probability (physics.data-an)
4. Physics perception in sloshing scenes with guaranteed thermodynamic consistency
   2021/06/24 by Beatriz Moya, Alberto Badías, Moya, Beatriz +7 · 1 citation
   Earth and Planetary Sciences · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Fluid Dynamics Simulations and Interactions #Machine Learning (cs.LG) #Underwater Acoustics Research #Underwater Vehicles and Communication Systems