Sergio Hoyas

According to our database, Sergio Hoyas authored at least 19 papers between 2001 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Agentic Exploration of PDE Spaces using Latent Foundation Models for Parameterized Simulations.

Abhijeet Vishwasrao, Francisco Giral, Mahmoud Golestanian, Federica Tonti, Andrea Arroyo Ramo, Adrián Lozano-Durán, Steven L. Brunton, Sergio Hoyas, Soledad Le Clainche, Hector Gomez, Ricardo Vinuesa

CoRR, April, 2026

Evaluating visual mathematics in multimodal LLMs: a multilingual benchmark based on the Kangaroo tests.

Arnau Igualde-Sáez, Lamyae Rhomrasi, Yusef Ahsini, Ricardo Vinuesa, Sergio Hoyas, José Pedro García-Sabater, Marius J. Fullana i Alfonso, J. Alberto Conejero

J. Supercomput., February, 2026

Explainable deep learning reveals the physical mechanisms behind the turbulent kinetic energy equation.

Francisco Alcántara-Ávila, Andres Cremades, Sergio Hoyas, Ricardo Vinuesa

CoRR, January, 2026

2025

Exploring the interplay between Planetary Boundaries and Sustainable Development Goals using Large Language Models.

Lamyae Rhomrasi, Pilar Manchón, Ricardo Vinuesa, Francesco Fuso Nerini, J. Alberto Conejero, Javier García-Martínez, Sergio Hoyas

CoRR, September, 2025

Evaluating Visual Mathematics in Multimodal LLMs: A Multilingual Benchmark Based on the Kangaroo Tests.

Arnau Igualde Sáez, Lamyae Rhomrasi, Yusef Ahsini, Ricardo Vinuesa, Sergio Hoyas, José Pedro García-Sabater, Marius J. Fullana i Alfonso, J. Alberto Conejero

CoRR, June, 2025

Large language models in climate and sustainability policy: limits and opportunities.

Francesca Larosa, Sergio Hoyas, H. Alberto Conejero, Javier García-Martínez, Francesco Fuso Nerini, Ricardo Vinuesa

CoRR, February, 2025

2024

Additive-feature-attribution methods: a review on explainable artificial intelligence for fluid dynamics and heat transfer.

Andres Cremades, Sergio Hoyas, Ricardo Vinuesa

CoRR, 2024

2023

Explaining wall-bounded turbulence through deep learning.

Andres Cremades, Sergio Hoyas, Pedro Quintero, Martin Lellep, Moritz Linkmann, Ricardo Vinuesa

CoRR, 2023

2022

Towards extraction of orthogonal and parsimonious non-linear modes from turbulent flows.

Hamidreza Eivazi, Soledad Le Clainche, Sergio Hoyas, Ricardo Vinuesa

Expert Syst. Appl., 2022

The Sustainable Development Goals and Aerospace Engineering: A critical note through Artificial Intelligence.

Alejandro Sánchez-Roncero, Òscar Garibo-i-Ortsa, J. Alberto Conejero, Hamidreza Eivazi, Fermín Mallor, Emelie Rosenberg, Francesco Fuso Nerini, Javier García-Martínez, Ricardo Vinuesa, Sergio Hoyas

CoRR, 2022

ASDG - An AI-based framework for automatic classification of impact on the SDGs.

Sergio Hoyas

Proceedings of the 15th International Conference on Theory and Practice of Electronic Governance, 2022

2021

Aim in Climate Change and City Pollution.

Pablo Torres, Beril Sirmaçek, Sergio Hoyas, Ricardo Vinuesa

CoRR, 2021

2020

Following Vortices in Turbulent Channel Flows.

Jose J. Aguilar-Fuertes, Francisco Noguero-Rodríguez, José C. Jaen-Ruiz, Lluís Miquel Garcia-Raffi, Sergio Hoyas

Proceedings of the 15th International Conference on Soft Computing Models in Industrial and Environmental Applications, 2020

2014

A sparse mesh for Compact Finite Difference - Fourier solvers with radius-dependent spectral resolution in circular domains.

Antonio J. Torregrosa, Sergio Hoyas, Antonio Gil, J. P. G. Galache

Comput. Math. Appl., 2014

2013

Evaluation of the Eulerian-Lagrangian Spray Atomization (ELSA) model in spray simulations: 2D cases.

Sergio Hoyas, Antonio Gil, Xandra Margot, Dung Khuong-Anh, Frederic Ravet

Math. Comput. Model., 2013

2010

A moving mesh generation strategy for solving an injector internal flow problem.

Xandra Margot, Sergio Hoyas, Pablo Fajardo, Stavroula Patouna

Math. Comput. Model., 2010

2009

A high-resolution code for turbulent boundary layers.

Mark P. Simens, Javier Jiménez, Sergio Hoyas, Yoshinori Mizuno

J. Comput. Phys., 2009

2003

Chebyshev Collocation for a Convective Problem in Primitive Variable Formulation.

Henar Herrero, Sergio Hoyas, Alberto Donoso, Ana M. Mancho, Jesús Miguel Chacón, R. F. Portugués, B. Yeste

J. Sci. Comput., 2003

2001

Nonlinear Plane Waves in a Long-Wavelength convection Model.

Ana M. Mancho, Luis Vázquez Martínez, Henar Herrero, Sergio Hoyas

Int. J. Bifurc. Chaos, 2001