Carlos Uriarte

12 papers Journal 9Unranked 3
YearRankTypeTitle / Venue / Authors
2026 J jnl
An r -adaptive finite element method using neural networks for parametric self-adjoint elliptic problems.
J. Comput. Phys.
Danilo Aballay, Federico Fuentes, Vicente Iligaray, Angel Javier Omella, David Pardo, Manuel A. Sánchez, Ignacio Tapia, Carlos Uriarte
2026 J jnl
RUNNs: Ritz-Uzawa Neural Networks for Solving Variational Problems.
CoRR
Pablo Herrera, Jamie M. Taylor, Carlos Uriarte, Ignacio Muga, David Pardo, Kristoffer G. van der Zee
2026 J jnl
Reliable physics-informed neural networks for Navier-Stokes simulations. Can we trust AI-generated numerical simulations?
J. Comput. Sci.
Tomasz Sluzalec, Daria Wójcik, Carlos Uriarte, Marcin Los, Anna Paszynska, Maciej Paszynski
2025 J jnl
An
CoRR
Danilo Aballay, Federico Fuentes, Vicente Iligaray, Angel Javier Omella, David Pardo, Manuel A. Sánchez, Ignacio Tapia, Carlos Uriarte
2025 J jnl
Optimizing Variational Physics-Informed Neural Networks Using Least Squares.
Comput. Math. Appl.
Carlos Uriarte, Manuela Bastidas, David Pardo, Jamie M. Taylor, Sergio Rojas
2025 — conf
Tensorial Implementation for Robust Variational Physics-Informed Neural Networks.
ICCS (1)
Askold Vilkha, Carlos Uriarte, Pawel Maczuga, Tomasz Sluzalec, Maciej Paszynski
2024 J jnl
A Least-Squares-Based Neural Network (LS-Net) for Solving Linear Parametric PDEs.
CoRR
Shima Baharlouei, Jamie M. Taylor, Carlos Uriarte, David Pardo
2024 — conf
Accelerating Training of Physics Informed Neural Network for 1D PDEs with Hierarchical Matrices.
ICCS (3)
Mateusz Dobija, Anna Paszynska, Carlos Uriarte, Maciej Paszynski
2024 J jnl
Optimizing Variational Physics-Informed Neural Networks Using Least Squares.
CoRR
Carlos Uriarte, Manuela Bastidas, David Pardo, Jamie M. Taylor, Sergio Rojas
2024 J jnl
Solving Partial Differential Equations Using Artificial Neural Networks.
CoRR
Carlos Uriarte
2023 — conf
Memory-Based Monte Carlo Integration for Solving Partial Differential Equations Using Neural Networks.
ICCS (2)
Carlos Uriarte, Jamie M. Taylor, David Pardo, Oscar A. Rodríguez, Patrick Vega
2022 J jnl
A Deep Double Ritz Method (D
CoRR
Carlos Uriarte, David Pardo, Ignacio Muga, Judit Muñoz-Matute