David Pardo
- Robust Variational Physics-Informed Neural Networks
2023/08/31 by Sergio Rojas, Rojas, Sergio, Paweł Maczuga +7 · 6 citations
Computer Science · Engineering · Physics and Astronomy · #65N12 #65N15 #65N22 #65N30 #65N50 #Advanced Numerical Analysis Techniques #FOS: Mathematics #Generative Adversarial Networks and Image Synthesis #Model Reduction and Neural Networks #Numerical Analysis (math.NA)
- r-Adaptive Deep Learning Method for Solving Partial Differential Equations
2022/10/19 by Ángel J. Omella, Omella, Ángel J., David Pardo +1 · 2 citations
Engineering · Physics and Astronomy · #65N50 #68T07 #Advanced Numerical Analysis Techniques #Advanced Numerical Methods in Computational Mathematics #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Model Reduction and Neural Networks #Neural and Evolutionary Computing (cs.NE) #Numerical Analysis (math.NA)
- The cost of continuity: performance of iterative solvers on isogeometric finite elements
2012/06/13 by Nathan Collier, Collier, Nathan, Lisandro Dalcín +5 · 1 citation
Computer Science · Engineering · #Advanced Numerical Analysis Techniques #Advanced Numerical Methods in Computational Mathematics #FOS: Mathematics #Matrix Theory and Algorithms #Numerical Analysis (math.NA)
- Error Control and Loss Functions for the Deep Learning Inversion of Borehole Resistivity Measurements
2020/05/07 by Mostafa Shahriari, Shahriari, M., David Pardo +13 · 1 citation
Earth and Planetary Sciences · Engineering · #FOS: Computer and information sciences #FOS: Mathematics #FOS: Physical sciences #Geophysical Methods and Applications #Geophysical and Geoelectrical Methods #Geophysics (physics.geo-ph) #Machine Learning (cs.LG) #Numerical Analysis (math.NA) #Seismic Imaging and Inversion Techniques
- Parametric Neural r-Adaptivity for Isogeometric Analysis via Residual Minimization
2026/07/23 by Elías Caru, David Pardo, Judit Muñoz-Matute
#math.NA #cs.NA