Gonzalo Rubio - RankMe

50 papers Journal 50

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Acoustic propagation/refraction through diffuse interface models. J. Comput. Phys. Abbas Ballout, Oscar A. Mariño, Gerasimos Ntoukas, Gonzalo Rubio, Esteban Ferrer
2026	J	`jnl`	On the Role of Consistency Between Physics and Data in Physics-Informed Neural Networks. CoRR Nicolás Becerra-Zuniga, Lucas Lacasa, Eusebio Valero, Gonzalo Rubio
2025	J	`jnl`	A Certifiable Machine Learning-Based Pipeline to Predict Fatigue Life of Aircraft Structures. CoRR Ángel Ladrón, Miguel Sánchez-Domínguez, Javier Rozalén, Fernando R. Sánchez, Javier de Vicente, Lucas Lacasa, Eusebio Valero, Gonzalo Rubio
2025	J	`jnl`	A high-order immersed boundary method to approximate flow problems in domains with curved boundaries. J. Comput. Phys. Stefano Colombo, Gonzalo Rubio, Jiaqing Kou, Eusebio Valero, Ramon Codina, Esteban Ferrer
2025	J	`jnl`	Accelerating high order discontinuous Galerkin solvers through a clustering-based viscous/turbulent-inviscid domain decomposition. Eng. Comput. Kheir-Eddine Otmani, Andrés Mateo-Gabín, Gonzalo Rubio, Esteban Ferrer
2025	J	`jnl`	Acoustic Propagation/Refraction Through Diffuse Interface Models. CoRR Abbas Ballout, Oscar A. Mariño, Gerasimos Ntoukas, Gonzalo Rubio, Esteban Ferrer
2025	J	`jnl`	Aerodynamic and structural airfoil shape optimisation via Transfer Learning-enhanced Deep Reinforcement Learning. CoRR David Ramos, Lucas Lacasa, Eusebio Valero, Gonzalo Rubio
2025	J	`jnl`	An unsupervised machine-learning-based shock sensor: Application to high-order supersonic flow solvers. Expert Syst. Appl. Andrés Mateo-Gabín, Kenza Tlales, Eusebio Valero, Esteban Ferrer, Gonzalo Rubio
2025	J	`jnl`	Can Explicit Subgrid Models Enhance Implicit LES Simulations? A GPU-Oriented High-Order-Solver Perspective. CoRR Gonzalo Rubio, Gerasimos Ntoukas, Miguel Chávez-Modena, Oscar A. Mariño, Bernat Font, Oriol Lehmkuhl, Eusebio Valero, Esteban Ferrer
2025	J	`jnl`	Optimal solutions employing an algebraic Variational Multiscale approach Part II: Application to Navier-Stokes. CoRR Suyash Shrestha, Marc Gerritsma, Gonzalo Rubio, Steven Hulshoff, Esteban Ferrer
2025	J	`jnl`	Reinforcement learning for anisotropic p-adaptation and error estimation in high-order solvers. J. Comput. Phys. David Huergo, Martín de Frutos, Eduardo Jané, Oscar A. Mariño, Gonzalo Rubio, Esteban Ferrer
2025	J	`jnl`	Reliable Statistical Guarantees for Conformal Predictors with Small Datasets. CoRR Miguel Sánchez-Domínguez, Lucas Lacasa, Javier de Vicente, Gonzalo Rubio, Eusebio Valero
2025	J	`jnl`	Towards certification: A complete statistical validation pipeline for supervised learning in industry. Expert Syst. Appl. Lucas Lacasa, Abel Pardo, Pablo Arbelo, Miguel Sánchez-Domínguez, Noelia Bascones, Pablo Yeste, Alejandro Martínez-Cava, Gonzalo Rubio, Ignacio Gómez, Eusebio Valero
2024	J	`jnl`	A comparative study of explicit and implicit Large Eddy Simulations using a high-order discontinuous Galerkin solver: application to a Formula 1 front wing. CoRR Gerasimos Ntoukas, Gonzalo Rubio, Oscar A. Mariño, Alexandra Liosi, Francesco Bottone, Julien Hoessler, Esteban Ferrer
2024	J	`jnl`	A reinforcement learning strategy to automate and accelerate h/p-multigrid solvers. CoRR David Huergo, Laura Alonso, Saumitra Joshi, Adrian Juanicoteca, Gonzalo Rubio, Esteban Ferrer
2024	J	`jnl`	Machine learning mesh-adaptation for laminar and turbulent flows: applications to high-order discontinuous Galerkin solvers. Eng. Comput. Kenza Tlales, Kheir-Eddine Otmani, Gerasimos Ntoukas, Gonzalo Rubio, Esteban Ferrer
2024	J	`jnl`	Optimal solutions employing an algebraic Variational Multiscale approach Part I: Steady Linear Problems. CoRR Suyash Shrestha, Marc Gerritsma, Gonzalo Rubio, Steven Hulshoff, Esteban Ferrer
2024	J	`jnl`	Reinforcement learning for anisotropic p-adaptation and error estimation in high-order solvers. CoRR David Huergo, Martín de Frutos, Eduardo Jané, Oscar A. Mariño, Gonzalo Rubio, Esteban Ferrer
2024	J	`jnl`	Towards certification: A complete statistical validation pipeline for supervised learning in industry. CoRR Lucas Lacasa, Abel Pardo, Pablo Arbelo, Miguel Sánchez, Pablo Yeste, Noelia Bascones, Alejandro Martínez-Cava, Gonzalo Rubio, Ignacio Gómez, Eusebio Valero, Javier de Vicente
2023	J	`jnl`	A flux-differencing formulation with Gauss nodes. J. Comput. Phys. Andrés Mateo-Gabín, Andrés M. Rueda-Ramírez, Eusebio Valero, Gonzalo Rubio
2023	J	`jnl`	A reinforcement learning strategy for p-adaptation in high order solvers. CoRR David Huergo, Gonzalo Rubio, Esteban Ferrer
2023	J	`jnl`	HORSES3D: A high-order discontinuous Galerkin solver for flow simulations and multi-physics applications. Comput. Phys. Commun. Esteban Ferrer, Gonzalo Rubio, Gerasimos Ntoukas, Wojciech Laskowski, Oscar A. Mariño, Stefano Colombo, Andrés Mateo-Gabín, H. Marbona, Fernando Manrique de Lara, David Huergo, Juan Manzanero, Andrés M. Rueda-Ramírez, David A. Kopriva, Eusebio Valero
2023	J	`jnl`	Unsupervised machine-learning shock-capturing technique for high-order solvers. CoRR Andrés Mateo-Gabín, Kenza Tlales, Eusebio Valero, Esteban Ferrer, Gonzalo Rubio
2022	J	`jnl`	A functional oriented truncation error adaptation method. J. Comput. Phys. Wojciech Laskowski, Gonzalo Rubio, Eusebio Valero, Esteban Ferrer
2022	J	`jnl`	An entropy-stable p-adaptive nodal discontinuous Galerkin for the coupled Navier-Stokes/Cahn-Hilliard system. J. Comput. Phys. Gerasimos Ntoukas, Juan Manzanero, Gonzalo Rubio, Eusebio Valero, Esteban Ferrer
2022	J	`jnl`	Entropy-stable flux-differencing formulation with Gauss nodes for the DGSEM. CoRR Andrés Mateo-Gabín, Andrés M. Rueda-Ramírez, Eusebio Valero, Gonzalo Rubio
2022	J	`jnl`	HORSES3D: a high-order discontinuous Galerkin solver for flow simulations and multi-physics applications. CoRR Esteban Ferrer, Gonzalo Rubio, Gerasimos Ntoukas, Wojciech Laskowski, Oscar A. Mariño, Stefano Colombo, Andrés Mateo-Gabín, Fernando Manrique de Lara, David Huergo, Juan Manzanero, Andrés M. Rueda-Ramírez, David A. Kopriva, Eusebio Valero
2022	J	`jnl`	Machine learning adaptation for laminar and turbulent flows: applications to high order discontinuous Galerkin solvers. CoRR Kenza Tlales, Kheir-Eddine Otmani, Gerasimos Ntoukas, Gonzalo Rubio, Esteban Ferrer
2022	J	`jnl`	Truncation Error-Based Anisotropic $p$-Adaptation for Unsteady Flows for High-Order Discontinuous Galerkin Methods. CoRR Andrés M. Rueda-Ramírez, Gerasimos Ntoukas, Gonzalo Rubio, Eusebio Valero, Esteban Ferrer
2021	J	`jnl`	A free-energy stable p-adaptive nodal discontinuous Galerkin for the Cahn-Hilliard equation. J. Comput. Phys. Gerasimos Ntoukas, Juan Manzanero, Gonzalo Rubio, Eusebio Valero, Esteban Ferrer
2021	J	`jnl`	A statically condensed discontinuous Galerkin spectral element method on Gauss-Lobatto nodes for the compressible Navier-Stokes equations. J. Comput. Phys. Andrés M. Rueda-Ramírez, Esteban Ferrer, David A. Kopriva, Gonzalo Rubio, Eusebio Valero
2020	J	`jnl`	A free-energy stable nodal discontinuous Galerkin approximation with summation-by-parts property for the Cahn-Hilliard equation. J. Comput. Phys. Juan Manzanero, Gonzalo Rubio, David A. Kopriva, Esteban Ferrer, Eusebio Valero
2020	J	`jnl`	An entropy-stable discontinuous Galerkin approximation for the incompressible Navier-Stokes equations with variable density and artificial compressibility. J. Comput. Phys. Juan Manzanero, Gonzalo Rubio, David A. Kopriva, Esteban Ferrer, Eusebio Valero
2020	J	`jnl`	Entropy-stable discontinuous Galerkin approximation with summation-by-parts property for the incompressible Navier-Stokes/Cahn-Hilliard system. J. Comput. Phys. Juan Manzanero, Gonzalo Rubio, David A. Kopriva, Esteban Ferrer, Eusebio Valero
2020	J	`jnl`	High-order discontinuous Galerkin approximation for a three-phase incompressible Navier-Stokes/Cahn-Hilliard model. CoRR Juan Manzanero, Carlos Redondo, Miguel Chávez-Modena, Gonzalo Rubio, Eusebio Valero, Susana Gómez-Álvarez, Ángel Rivero-Jiménez
2020	J	`jnl`	Optimizing free parameters in the D3Q19 Multiple-Relaxation lattice Boltzmann methods to simulate under-resolved turbulent flows. J. Comput. Sci. Miguel Chávez-Modena, Alejandro Martínez-Cava, Gonzalo Rubio, Esteban Ferrer
2019	J	`jnl`	A p-multigrid strategy with anisotropic p-adaptation based on truncation errors for high-order discontinuous Galerkin methods. J. Comput. Phys. Andrés M. Rueda-Ramírez, Juan Manzanero, Esteban Ferrer, Gonzalo Rubio, Eusebio Valero
2019	J	`jnl`	Entropy-stable discontinuous Galerkin approximation with summation-by-parts property for the incompressible Navier-Stokes equations with variable density and artificial compressibility. CoRR Juan Manzanero, Gonzalo Rubio, David A. Kopriva, Esteban Ferrer, Eusebio Valero
2019	J	`jnl`	Entropy-stable discontinuous Galerkin approximation with summation-by-parts property for the incompressible Navier-Stokes/Cahn-Hilliard system. CoRR Juan Manzanero, Gonzalo Rubio, David A. Kopriva, Esteban Ferrer, Eusebio Valero
2019	J	`jnl`	Truncation Error Estimation in the p-Anisotropic Discontinuous Galerkin Spectral Element Method. J. Sci. Comput. Andrés M. Rueda-Ramírez, Gonzalo Rubio, Esteban Ferrer, Eusebio Valero
2018	J	`jnl`	Dispersion-Dissipation Analysis for Advection Problems with Nonconstant Coefficients: Applications to Discontinuous Galerkin Formulations. SIAM J. Sci. Comput. Juan Manzanero, Gonzalo Rubio, Esteban Ferrer, Eusebio Valero
2018	J	`jnl`	Insights on Aliasing Driven Instabilities for Advection Equations with Application to Gauss-Lobatto Discontinuous Galerkin Methods. J. Sci. Comput. Juan Manzanero, Gonzalo Rubio, Esteban Ferrer, Eusebio Valero, David A. Kopriva
2018	J	`jnl`	The Bassi Rebay 1 scheme is a special case of the Symmetric Interior Penalty formulation for discontinuous Galerkin discretisations with Gauss-Lobatto points. J. Comput. Phys. Juan Manzanero, Andrés M. Rueda-Ramírez, Gonzalo Rubio, Esteban Ferrer
2018	J	`jnl`	Truncation Error Estimation in the p-Anisotropic Discontinuous Galerkin Spectral Element Method. CoRR Andrés M. Rueda-Ramírez, Gonzalo Rubio, Esteban Ferrer, Eusebio Valero
2016	J	`jnl`	Adaptation strategies for high order discontinuous Galerkin methods based on Tau-estimation. J. Comput. Phys. Moritz Kompenhans, Gonzalo Rubio, Esteban Ferrer, Eusebio Valero
2016	J	`jnl`	Upwind methods for the Baer-Nunziato equations and higher-order reconstruction using artificial viscosity. J. Comput. Phys. François Fraysse, Carlos Redondo, Gonzalo Rubio, Eusebio Valero
2015	J	`jnl`	Quasi-A Priori Truncation Error Estimation in the DGSEM. J. Sci. Comput. Gonzalo Rubio, François Fraysse, David A. Kopriva, Eusebio Valero
2014	J	`jnl`	APADYT: a multimedia application for SEN learners. Multim. Tools Appl. Gonzalo Rubio, Elena Navarro, Francisco Montero Simarro
2013	J	`jnl`	Quasi-a priori truncation error estimation and higher order extrapolation for non-linear partial differential equations. J. Comput. Phys. François Fraysse, Eusebio Valero, Gonzalo Rubio
2013	J	`jnl`	The Estimation of Truncation Error by $\tau $ -Estimation for Chebyshev Spectral Collocation Method. J. Sci. Comput. Gonzalo Rubio, François Fraysse, Javier de Vicente, Eusebio Valero