About the chair

The Chair of Computational Mathematics of Fundación Deusto at University of Deusto, Bilbao (Basque Country, Spain) aims to develop an active research, training and outreach agenda in various aspects of Applied Mathematics. The Chair is committed with the development of ground-breaking research in the areas of Partial Differential Equations, Control Theory, Numerical Analysis and Scientific Computing; key tools for technological transfer and for the interaction of Mathematics with other scientific disciplines such as Biology, Engineering, Earth and Climate Sciences.

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Enrique Zuazua

Enrique Zuazua (Eibar, Basque Country – Spain, 1961) holds an Alexander von Humboldt Professorship at the Friedrich–Alexander University (FAU), Erlangen (Germany). He is also the Director of the Chair of Computational Mathematics at Deusto Foundation, Universidad de Deusto (Bilbao, Basque Country-Spain) where he led the research team funded by the ERC Advanced Grant DyCoN project (2016-2022). He is also a Professor of Applied Mathematics since 2001 at the Department of Mathematics of the Autonomous University of Madrid where he holds a Strategic Chair.

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ERC DyCon project

DyCon: Dynamic Control is an European project funded by the European Research Council – ERC (2016 – 2022), focused at making a breakthrough contribution in the broad area of Control of Partial Differential Equations (PDE) and their numerical approximation methods by addressing key unsolved issues appearing systematically in real-life applications. The field of PDEs, together with numerical approximation, simulation methods and control theory, has evolved significantly to address the industrial demands.

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Our latest!

Universal Approximation of Dynamical Systems by Semi-Autonomous Neural ODEs and Applications

Z. Li, K. Liu, L. Liverani, E. Zuazua (2024)Universal Approximation of Dynamical Systems by Semi-Autonomous Neural ODEs and Applications arXiv:2407.17092 ...

Deep Neural Networks: Multi-Classification and Universal Approximation

M. Hernández, E. Zuazua (2023)Approximate and Weighted Data Reconstruction Attack in Federated Learning arXiv:2409.06555 Abstract. We demonstrate that a ReLU ...

Optimized classification with neural odes via separability

A. Alvarez-Lopez, R. Orive-Illera, E. Zuazua (2024)Optimized classification with neural odes via separability Neural Networks, Vol. 180, 106640, arXiv:2312.13807 Abstract ...

Approximate and Weighted Data Reconstruction Attack in Federated Learning

E. Wang E, Y. Song, E. Zuazua (2023)Approximate and Weighted Data Reconstruction Attack in Federated Learning arXiv:2308.06822 Abstract. Federated Learning ...

Stability and Convergence of a Randomized Model Predictive Control Strategy

Daniël Veldman, Alexandra Borkowski, Enrique Zuazua. Stability and Convergence of a Randomized Model Predictive Control Strategy (2024) IEEE Trans. Automat., Vol ...
 

Deep Learning & Paradigms

Spain. 01.03.2021 Author: Sergi Andreu Deep Learning & Paradigms By ...

Opening the black box of Deep Learning

Spain. 24.02.2021 Author: Sergi Andreu Opening the black box of Deep Learning By ...

Research at service of Society

Last year the pandemic has been crucial on our lives. From University of ...

CCM – How we did it on 2020!

Spain. 31.12. 2020. In a very challenging year, the Chair of Computational Mathematics ...

Turnpike Control and Deep Learning by Enrique Zuazua

Worldwide. On December 10th. our Head Enrique Zuazua talked about “Turnpike control and ...

Inverse design for conservation Laws and Hamilton-Jacobi equations

Next saturday December 05th. our Head Enrique Zuazua will be talking about Inverse ...

3rd BYMAT Session by Jon Asier Bárcena Petisco

Today December 3rd our Postdoctoral member Jon Asier Bárcena Petisco talked about "Some ...

HKSIAM Seminar by E. Zuazua: Turnpike control and deep learning

Worldwide. This wednesday November 25th. our Head Enrique Zuazua will be talking about ...

The Fields Institute 2nd Symposium on Machine Learning and Dynamical Systems

Worldwide. 12.11.2020. The Fields Institute for Research in Mathematical Sciences (Toronto, Canada) organized ...
 

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