Icíar Alfaro

Universidad de Zaragoza — Spain

Physics and Astronomy · Physical Sciences

20h-index944citations129works0.42yr avg
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Research Topics

Model Reduction and Neural Networks(37), Numerical methods in engineering(16), Probabilistic and Robust Engineering Design(12), Metal Forming Simulation Techniques(11), Modeling and Simulation Systems(10)

Publications129 total

A neural network architecture for physically-consistent haptic rendering
Virtual Reality·2025· 1 citedOpen Access
On the Feasibility of Foundational Models for the Simulation of Physical Phenomena
International Journal for Numerical Methods in Engineering·2025· 4 citedOpen Access
Graph neural networks informed locally by thermodynamics
Engineering Applications of Artificial Intelligence·2025· 7 cited
Learning Modalities
Studies in big data·2025Open Access
Quantities Of Interest
Studies in big data·2025Open Access
Compressed Sensing
Studies in big data·2025Open Access
Random Variables: Polynomial Chaos, PC
Studies in big data·2025Open Access
The Twin Continuum
Studies in big data·2025Open Access
Tensor Formats and Tensor Decompositions
Studies in big data·2025Open Access
Projection and Transport
Studies in big data·2025Open Access
Other Machine Learning Techniques
Studies in big data·2025Open Access
Conclusion
Studies in big data·2025Open Access
Parametric Models: PGD-Based Surrogates
Studies in big data·2025Open Access
Design of Experiments and Surrogate Models
Studies in big data·2025Open Access
The Proper Generalized Decomposition
Studies in big data·2025Open Access
Random Variables: Probability, Statistics and Bayesian Learning
Studies in big data·2025Open Access
Regression: Basics
Studies in big data·2025Open Access
Data Classification and Clustering
Studies in big data·2025Open Access
Space Separation
Studies in big data·2025Open Access
Some Issues in Data Interpolation
Studies in big data·2025Open Access
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Frequent Co-authors

Elías Cueto(47), Francisco Chinesta(36), David González(28), Alberto Badías(10), Carlos Quesada(8), Siamak Niroomandi(5), M. Doblaré(5), Luigino Filice(5), Adrien Leygue(4), Julien Yvonnet(3), Francesco Gagliardi(3), Beatriz Moya(2), D. Bel(2), F. Chinesta(2), Francisco Chinesta(2), F. Micari(2), Felipe Bordeu(2), Alicia Tierz(2), David González G.(2), Francesco Greco(2)