Ignacio Muga
Pontificia Universidad Católica de Valparaíso
H-index: 15
Latin America-Chile
Top articles of Ignacio Muga
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Learning quantities of interest from parametric PDEs: An efficient neural-weighted Minimal Residual approach | arXiv preprint arXiv:2304.01722 | Ignacio Brevis Ignacio Muga David Pardo Oscar Rodríguez Kristoffer G van der Zee | 2023/4/4 |
A deep Fourier residual method for solving PDEs using neural networks | Computer Methods in Applied Mechanics and Engineering | Jamie M Taylor David Pardo Ignacio Muga | 2023/2/15 |
An adaptive superconvergent mixed finite element method based on local residual minimization | SIAM Journal on Numerical Analysis | Ignacio Muga Sergio Rojas Patrick Vega | 2023/10/31 |
Automatic stabilization of finite-element simulations using neural networks and hierarchical matrices | Computer Methods in Applied Mechanics and Engineering | Tomasz Służalec Mateusz Dobija Anna Paszyńska Ignacio Muga Marcin Łoś | 2023/6/1 |
Deep Fourier Residual method for solving time-harmonic Maxwell's equations | arXiv preprint arXiv:2305.09578 | Jamie M Taylor Manuela Bastidas David Pardo Ignacio Muga | 2023/5/16 |
Nanoionics from a quantum mechanics point of view: Mathematical modeling and numerical simulation | Computer Methods in Applied Mechanics and Engineering | Paulina Sepúlveda Ignacio Muga Norberto Sainz René G Rojas Sebastián Ossandón | 2023/3/15 |
Adaptive stabilized finite elements via residual minimization onto bubble enrichments | Computers & Mathematics with Applications | Jose G Hasbani Paulina Sepúlveda Ignacio Muga Victor M Calo Sergio Rojas | 2023/12/1 |
A deep double Ritz method (D2RM) for solving partial differential equations using neural networks | Computer Methods in Applied Mechanics and Engineering | Carlos Uriarte David Pardo Ignacio Muga Judit Muñoz-Matute | 2023/2/15 |
Solving Partial Differential Equations using Adversarial Neural Networks | Carlos Uriarte David Pardo Judit Muñoz Matute Ignacio Muga | 2022 | |
Neural control of discrete weak formulations: Galerkin, least squares & minimal-residual methods with quasi-optimal weights | Computer Methods in Applied Mechanics and Engineering | Ignacio Brevis Ignacio Muga Kristoffer G van der Zee | 2022/12/1 |
Semi-analytical solutions for the problem of the electric potential set in a borehole with a highly conductive casing | GEM-International Journal on Geomathematics | Aralar Erdozain Ignacio Muga Victor Péron Gabriel Pinochet | 2022/12 |
A Deep Double Ritz Method for solving Partial Differential Equations | arXiv e-prints | Carlos Uriarte David Pardo Ignacio Muga Judit Muñoz-Matute | 2022/11 |
An adaptive superconvergent finite element method based on local residual minimization | arXiv preprint arXiv:2210.00390 | Ignacio Muga Sergio Rojas Patrick Vega | 2022/10/1 |
Projection in negative norms and the regularization of rough linear functionals | Numerische Mathematik | Felipe Millar Ignacio Muga Sergio Rojas Kristoffer G Van der Zee | 2022/4 |
Isogeometric residual minimization method (iGRM) with direction splitting preconditioner for stationary advection-dominated diffusion problems | Computer Methods in Applied Mechanics and Engineering | Victor M Calo Marcin Łoś Quanling Deng Ignacio Muga Maciej Paszyński | 2021/1/1 |
A machine-learning minimal-residual (ML-MRes) framework for goal-oriented finite element discretizations | Computers & Mathematics with Applications | Ignacio Brevis Ignacio Muga Kristoffer G van der Zee | 2021/8/1 |
Isogeometric residual minimization (iGRM) for non-stationary Stokes and Navier–Stokes problems | Computers & Mathematics with Applications | M Łoś I Muga J Muñoz-Matute M Paszyński | 2021/8/1 |
DGIRM: Discontinuous Galerkin based isogeometric residual minimization for the Stokes problem | Journal of Computational Science | Marcin Łoś Sergio Rojas Maciej Paszyński Ignacio Muga Victor M Calo | 2021/3/1 |
Three-dimensional simulations of the airborne COVID-19 pathogens using the advection-diffusion model and alternating-directions implicit solver | Bulletin of the Polish Academy of Sciences. Technical Sciences | Marcin Łoś Maciej Woźniak Ignacio Muga Maciej Paszynski | 2021 |
Discretization of linear problems in Banach spaces: Residual minimization, nonlinear Petrov-Galerkin, and monotone mixed methods | SIAM Journal on Numerical Analysis | Ignacio Muga Kristoffer G van der Zee | 2020/11/24 |
Co-Authors
