On Friday August 12, 2022 our Head Prof. Enrique Zuazua will talk on "Control and Machine Learning" as invited speaker at the Coloquium organized by Sociedad Matemática Mexicana. WHERE? Streaming…
Spain 12.08.2022 Optimal control of mixed local-nonlocal elliptic PDE with singular boundary-exterior data Author: Jean-Daniel Djida In this post we are interested in optimal control problem of the mixed local-nonlocal…
Spain 10.08.2022 Constructing the Scattering Transform Author: Javier Minguillón Sánchez 1 Introduction As Mallat presents it in [8], the scattering transform appears from the pursuit of a representation of…
Spain 05.08.2022 Null Controllability of a Nonlinear Age, Space and Two-sex Structured Population Dynamics Model Author: Yacouba Simpore Motivation and description of two sex structured population dynamics model Motivation Malaria…
Spain 26.07.2022 Long-time behavior of locally and partially dissipated hyperbolic systems Author: Timothée Crin-Barat In this post we are interested in the long-time behavior of solutions to locally and partially…
Next Wednesday July 27, 2022 our visiting scientists at DeustoCCM, Jean-Daniel Djida and Weiwei Hu, will talk in a double session as part of the CCM - Chair of Computational…
Laureate: Prof. Dr. Enrique Zuazua Affiliation: Friedrich-Alexander-Universität Erlangen-Nürnberg (Germany) Award: Enrique Zuazua: 2022 W.T. and Idalia Reid Prize By: SIAM - Society for Industrial and Applied Mathematics Location: Room "Spirit…
M. Lazar, E. Zuazua. Greedy search of optimal approximate solutions (2022) Commun. Optim. Theory Abstract. In this paper we develop a procedure to deal with a family of parameter-dependent ill-posed…
Domènec Ruiz-Balet, Enrique Zuazua. Control of reaction-diffusion models in biology and social sciences (2022) Math. Control Relat. Fields Abstract. These lecture notes address the controllability under state constraints of reaction-diffusion equations…
On June 20th, Yacouba Simpore visitor scientist at DeustoCCM, Chair of Computational Mathematics, will give a talk on "Null controllability of a nonlinear age, space and two-sex structured population dynamics model",…
B. Geshkovski, E. Zuazua, Optimal actuator design via Brunovsky's normal form IEEE Automatic Control (2022) DOI: 10.1109/TAC.2022.3181222 Abstract: In this paper, by using the Brunovsky normal form, we provide a…
B. Geshkovski, E. Zuazua, Turnpike in Optimal Control PDES, ResNets and beyond (2022) Acta Numer., Vol. 31, pp. 135-263. doi:10.1017/S0962492922000046 Abstract: The turnpike property in contemporary macroeconomics asserts that if…
Daniël Veldman, Enrique Zuazua. Local Stability and Convergence of Unconstrained Model Predictive Control (2022) Abstract. The local stability and convergence for Model Predictive Control (MPC) of unconstrained nonlinear dynamics based on…
Nicolae Cîndea, Günter Leugering, Jëróme Lohêac, Sorin Micu, Kirsten Morris, Takeo Takahashi and Enrique Zuazua. Preface- Control and Analysis of Partial Differential Equations, Marius Tucsbak 60th Anniversary Volume (2022) Math.…
Project name: KiLearn - Kinetic equations and Learning control Project reference: PID2020-112617GB-C22 Funding source: MINECO Duration: September 2021 - September 2024 Principal Investigator (PI): Miguel Escobedo (UPV/EHU), Enrique Zuazua (Deusto…
Crin-Barat T., De Nitti N., Zuazua E.. On the decay of one-dimensional locally and partially dissipated and hyperbolic systems (2022) Abstract. We study the time-asymptotic behavior of linear hyperbolic systems…
Date: Wed. May 25, 2022 Organized by: FAU DCN-AvH, Chair for Dynamics, Control and Numerics – Alexander von Humboldt Professorship at FAU Erlangen-Nürnberg (Germany) - Alexander von Humboldt Professorship at…
Next Summer, from August 21th to September 2nd, 2022 will be held the "Workshop-Summer School on PDE's, Optimal Design and Numerics" at the Benasque Center for Science in the Spanish…
Daniël Veldman, Enrique Zuazua. (2022) Numerische Mathematik. DOI: https://doi.org/10.1007/s00211-022-01290-3 Abstract. Inspired by the successes of stochastic algorithms in the training of deep neural networks and the simulation of interacting particle systems,…
D. Pighin. Nonuniqueness of minimizers for semilinear optimal control problems (2022) J. Eur. Math. Soc, , published online first. https://doi.org/10.4171/jems/1232 Abstract. A counterexample to uniqueness of global minimizers of semilinear…
At DeustoCCM - Chair of Computational Mathematics at Deusto Foundation/University of Deusto, we are glad to announce our Head Prof. Enrique Zuazua is awarded the 2022 W.T. and Idalia Reid…
Next week, on May 9th, our postdoctoral researcher Yassine El Gantouh from UAM, will talk on "Controllability of transport network systems by the regular linear systems approach" at the Advanced…
Last week, April 25th, 2022 Timothée Crin-Barat Postdoctoral researcher at DeustoCCM Chair of Computational Mathematics at University of Deusto talked on "Seminar in Partial differential equations" at the School of…
Model Predictive Control with Random Batch Method for Linear-Quadratic Optimal Control: Introduction and Matlab Implementation Spain. 02.05.2022 Author: Alexandra Borkowski Optimal Control Problems in Practice Imagine that you are given…
Next Monday May 2, Duvan Cardona Sanchez will give a talk organized by DeustoCCM - Chair of Computational Mathematics on: "Fefferman-Stein Theory for Oscillating Singular Integrals" Slides Abstract. Oscillating Fourier…
Last week, April 4th-8th, 2022 Timothée Crin-Barat Postdoctoral researcher at DeustoCCM Chair of Computational Mathematics at University of Deusto talked on "Partially dissipative hyperbolic system, results and perspectives" at the…
C. Esteve, H. Kouhkouh, D. Pighin, E. Zuazua. The turnpike property and the long-time behavior of the Hamilton-Jacobi-Bellman equation for finite-dimensional LQ control problems. Math. Control Signals Syst. (2022). https://doi.org/10.1007/s00498-022-00325-2 Abstract:…
Next Tuesday April 12 at 11:00H, Elisa Affili Postdoctoral Researcher will give a talk organized by DeustoCCM - Chair of Computational Mathematics on: "Controllability in Lotka-Volterra competitive systems with positive…
Next Monday April 4, our team members at DeustoCCM, Alexandra Borkowski with an Internship for her MsC. in Computational and Applied Mathematics and Yassine El gantouh Postdoctoral Reseacher from UAM,…
Spain. 29.03.2022 Author: Elisa Affili Introduction In this post, we present some basic facts about the study of geometry on spheres. In fact, geometry on the sphere is surprisingly different…
The Chair for Dynamics, Control and Numerics - Alexander von Humboldt Professorship (FAU DCN-AvH) at Friedrich-Alexander-Universität Erlangen-Nürnberg is looking for Postdoctoral researchers with an interest in areas involving or related…
The Chair for Dynamics, Control and Numerics - Alexander von Humboldt Professorship (FAU DCN-AvH) at Friedrich-Alexander-Universität Erlangen-Nürnberg is looking for PhD students with an interest in areas involving or related…
Domènec Ruiz-Balet, Elisa Affili , Enrique Zuazua. Interpolation and approximation via Momentum ResNets and Neural ODEs IEEE Control Syst. Lett. (2022) Vol. 162, ISSN 0167-6911, https://doi.org/10.1016/j.sysconle.2022.105182 Abstract. In this article,…
Esteve C., Zuazua E.. Reachable set for Hamilton-Jacobi equations with non-smooth Hamiltonian and scalar conservation laws (2022) Abstract. We give a full characterization of the range of the operator which…
Next week, our Head Prof. Enrique Zuazua will talk on "Contrôle et apprentissage automatique" at the Framework: Cycle "Science and Society" organized by LAAMRI El-Haj - Institut Élie Cartan de…
F. Glang, Moritz Fabian, A. German, Katrin M Khakzar, A. Mennecke, A. Liebert, K. Herz, P. Liebig, B. Kasper, Manuel Schmidt, E. Zuazua, A. Nagel, F. Laun, A. Dörfler, K.…
Esteve C., Geshkovski G., Pighin D., Zuazua E. . Turnpike in Lipschitz-nonlinear optimal control Nonlinearity. Vol 5. No. 34, pp. 1652-1701 (2022) https://doi.org/10.1088/1361-6544/ac4e61 Abstract. We present a new proof of…
At CCM - Chair of Computational Mathematics, Deusto Foundation - University of Deusto we are glad to announce the PhD thesis defense by our team member Domènec Ruiz-Balet, PhD student from UAM -…
Shi Jin, Yuhua Zhu, Enrique Zuazua. The Vlasov-Fokker-Planck Equation with High Dimensional Parametric Forcing Term Numer. Math. 150, 479–519 (2022). https://doi.org/10.1007/s00211-021-01257-w Abstract. We consider the Vlasov-Fokker-Planck equation with random electric…
Thibault Liard, Enrique Zuazua. Analysis and numerical solvability of backward-forward conservation laws (2022) Abstract. In this paper, we study the problem of initial data identification for weak-entropy solutions of the…
From June 13 to June 17, 2022 our Head Prof. Enrique Zuazua will talk on "Neural Network PDE" at the MASSAI 2022, the first edition of the "Mediterranean and African…
U. Biccari, Y. Song, X. Yuan, E. Zuazua. A Two-Stage Numerical Approach for the Sparse Initial Source Identification of a Diffusion-Advection Equation (2022) Abstract. We consider the problem of identifying…
On February 24th, our Head Prof. Enrique Zuazua will talk on “Control and Machine Learning” (“Control y Aprendizaje Automático”) at the “Smart control. Two converging points of view” event (“Control…
Spain. 03.02.2022 Author: Javier Minguillón Sánchez Introduction We can define an operator between function spaces by modifying the frequencies in which a function decomposes via the Fourier transform. If the…
On January 26, 27 and 28, 2022 our Head Prof. Enrique Zuazua will talk as main speaker on "Control and Machine Learning" at the II [B_1^-]: Analysis and PDE from…
Spain. 24.01.2022 Author: Arnaud Rippol Introduction Pendulums are systems often used in Control Theory or Reinforcement Learning as benchmarks examples to prove the efficiency of some methods or algorithms. The…
This Tuesday January 25th, our Postdoctoral Researcher Elisa Affili will talk on "A Fisher-KPP model with a fast diffusion line in periodic media" (“Un modèle de diffusion Fisher-KPP avec une…
Next Wednesday January 19, our Timothée Crin-Barat Postdoctoral Researcher at the Chair of Computational Mathematics at University of Deusto/Deusto Foundation will be talking on "Partially dissipative hyperbolic systems, results and…
Event: Seminar Series: Deep Learning in Control Speaker: Prof. Dr. Jan Heiland Affiliation: MPI for Dynamics of Complex Technical Systems | OvG University Magdeburg Organized by: FAU DCN-AvH, Chair for…
On January 2022 our Head Enrique Zuazua will talk as keynote speaker on "Control and Machine Learning" at the ACMAM 2022 on "Mathematics for Machine Learning" from January 12nd to…
Umberto Biccari, Mahamadi Warma, Enrique Zuazua. Control and Numerical approximation of Fractional Diffusion Equations (2022) Handb. Numer. Anal. Elsevier. ISSN:1570-8659, DOI: https://doi.org/10.1016/bs.hna.2021.12.001 Abstract. The aim of this work is to give…
Date: Fri. January 14, 2022 Organized by: FAU DCN-AvH, Chair for Dynamics, Control and Numerics – Alexander von Humboldt Professorship at FAU Erlangen-Nürnberg (Germany) Title: Mini-workshop "Recent Advances in Analysis…
G. Wang, Y. Zhang, E. Zuazua. Flow decomposition for heat equations with memory (2022) J. Math. Pures Appl, Vol. 158, pp 183-215, ISSN:0021-7824. https://doi.org/10.1016/j.matpur.2021.11.005 Abstract. We build up a decomposition…
Y. Sarac, E. Zuazua. Sidewise control of 1-d waves. J Optim Theory Appl (2022). https://doi.org/10.1007/s10957-021-01986-w Abstract. We analyze the sidewise controllability for the variable coefficients one-dimensional wave equation. The control…
Mazari I., Ruiz-Balet D., Zuazua E.. Constrained control of gene-flow models. (2021) Ann. Inst. Henri Poincare (C) Anal. Non Lineaire ⟨hal-02373668⟩ Abstract. In ecology and population dynamics, gene-flow refers to…
Biccari U, Zuazua E. Multilevel selective harmonic modulation by duality (2021) Abstract. We address the Selective Harmonic Modulation (SHM) problem in power electronic engineering, consisting in designing a multilevel staircase…
Outstanding Postdocs and Junior independent Researchers & Professors, become a Humboldtian! The FAU Chair for Dynamics, Control and Numerics - Alexander von Humboldt Professorship has been selected "scout" of the…
This Tuesday December 14, our Postdoc Elisa Affili will talk on "A mathematical model for civil wars: A new Lotka-Volterra competitive system" at the Ghent Methusalem Junior Seminar. WHEN? Tuesday…
Next Thursday December 9, Javier Minguillón Sánchez, ERC-DyCon Internship student at UAM will talk on "Fourier multipliers, Hausdorff measure and classification with scattering transform" as part of our DeustoCCM's seminars.…
On November 25th, our Head Enrique Zuazua will give a plenary talk on Heat equations with memory: flow decomposition, constraints and control at the 3rd. DECOD — DElays and COnstraints…
Esteve C., Geshkovski B. Sparse approximation in learning via neural ODEs (2021) Abstract. We consider the continuous-time, neural ordinary differential equation (neural ODE) perspective of deep supervised learning, and study the…
Spain. 13.11.2021 Author: Pierre Mordant Introduction Unsupervised learning is the field of machine learning which tries to get as much information as possible on the probability distribution of the training…
Open call Pre doctoral position at Retos project Project: Retos - Kinetic Equations and Learning Control (PID2020-112617GB-C22) Supported/funded by AEI - Agencia Estatal de Investigación (Spain). Location: Chair in Computational…
Bárcena J.A., Zuazua E.. Averaged dynamics and control for heat equations with random diffusion (2021) Syst. Control. Lett. Vol. 158. https://doi.org/10.1016/j.sysconle.2021.105055 Abstract. This paper deals with the averaged dynamics for…
Esteve C., Zuazua E.. Differentiability with respect to the initial condition for Hamilton-Jacobi equations (2021) Abstract. We prove that the viscosity solution to a Hamilton-Jacobi equation with a smooth convex…
On November 3-5, 2021 there will be a Workshop on Non-Linear Analysis and Control Theory in honor of Prof. Enrique Zuazua on his 60th. Birthday. || You might like: In…
On October 27th, our Postdoctoral Researcher Elisa Affili will talk on "A mathematical model for civil wars: a new Lotka-Volterra competitive system" a webinar organized by the DEF1 - Differential…
Position: Postdoc (Ref. GA 694126) The European Research project DyCon: Dynamic Control led by Prof. Dr. Enrique Zuazua, is looking for a candidate to fill a Postdoc position: FULL-TIME Duration: 07…
Position: PhD (Ref. GA 694126) The European Research project DyCon: Dynamic Control led by Prof. Dr. Enrique Zuazua, is looking for a candidate to fill a PhD position: FULL-TIME Duration: 11…
Domènec Ruiz-Balet, , Enrique Zuazua. Control of certain parabolic models from biology and social sciences (2021) Abstract. These lecture notes address the controllability under state constraints of reaction-diffusion equations arising…
This month, our Postdoctoral Researcher Elisa Affili will present the poster "A Fisher-KPP model with a fast diffusion line in periodic media" at the "Non-Local Models Arising from Biology" Conference…
G. Buttazzo, E. Casas, L. de Teresa, R. Glowinski, G. Leugering, E. Trélat and X. Zhang (eds.). Special issue in the honor of Enrique Zuazua's 60th birthday (2021) ESAIM: Control, Optimisation…
On Friday September 24, our Head Enrique Zuazua will talk on "Inverse design for conservation laws and Hamilton-Jacobi equations" at the CIRM-FBK event 2021 on "Analysis, Control and Numerics for…
Umberto Biccari, Enrique Zuazua. Multilevel control by duality (2021) Abstract. We discuss the multilevel control problem for linear dynamical systems, consisting in designing a piece-wise constant control function taking values in…
On Friday September 17, our Head Enrique Zuazua will give a plenary talk on "Inverse design for Conservation laws and Hamilton-Jacobi equations" on the FBP conference (online), from September 13th.…
Ko Dongnam, Zuazua Enrique. Model predictive control with random batch methods for a guiding problem (2021). Math. Models Methods Appl. Sci., Vol. 31, No. 8, pp. 1569-1592. (2021) DOI: https://doi.org/10.1142/S0218202521500329…
From this month, September 07th. to November 11th., the Shanghai University (China) is hosting the short course on "Principles of AI for Control and Optimization" by: -Our Head Enrique Zuazua…
Heiland J., Zuazua E. Classical system theory revisited for Turnpike in standard state space systems and impulse controllable descriptor systems (2021) SIAM J. Control Optim., Vol. 59.5 (2021), pp. 3600-3624 Abstract.…
Zhong-Jie Han, E. Zuazua, Slow decay and Turnpike for Infinite-horizon Hyperbolic LQ problems (2021) Abstract: This paper is devoted to analysing the explicit slow decay rate and turnpike in the…
This summer, on August 30-31, 2021 our Postdoctoral Researcher Elisa Affili gave a course on "Spherical Geometry" at the 3rd edition of the Summer STEM Academy 2021, the summer school…
On July 09th. to July 26th., our Head Enrique Zuazua gave a course on "Control, Machine Learning and Numerics" organized by Tianyuan Mathematical Center in Northeast China and Jilin University…
Jon Asier Bárcena-Petisco. Optimal control for neural ODE in a long time horizon and applications to the classification (2021) Abstract. We study the optimal control in a long time horizon…
Next month, on August 5th., our Postdoctoral Researcher Elisa Affili will talk on "A mathematical model for civil wars: a new Lotka-Volterra competitive system" at the 33rd. CBM - The…
N. Sakamoto, E. Zuazua. The turnpike property in nonlinear optimal control - A geometric approach. (2021) Automatica., Vol. 134 (2021), p. 109939 Abstract: This paper presents, using dynamical system theory,…
Last month, on June 25th our Head Enrique Zuazua, talked about at the special event organized by Prof. José Luis Pau from the Department of Science at UAM - Autonomous…
This month, on July 09th. to July 26th., our Head Enrique Zuazua will give a course on "Summer short course (China): Control, Machine Learning and Numerics" organized by Tianyuan Mathematical…
Next Wednesday on July 7th., our team member Domènec Ruiz-Balet from UAM will talk about "Control of reaction-diffusion equation with state constraints” at the INdAM Workshop on Analysis and Numerics…
Christophe Zhang, Enrique Zuazua. A quantitative analysis of Koopman operator methods for system identification and predictions (2021) Abstract. We give convergence and cost estimates for a data-driven system identification method:…
Umberto Biccari, Víctor Hernández-Santamaría, Loic Louison, Abdennebi Omrane. Optimal control of linear non-local parabolic problems with an integral kernel. (2021) Abstract. We consider a linear non-local heat equation in a bounded…
Abita Rahmoune, Umberto Biccari. Blow-up results for a logarithmic pseudo-parabolic -Laplacian equation. (2021) Abstract. In this paper, we consider an initial-boundary value problem for the following mixed pseudo-parabolic p(.)-Laplacian type equation…
This month on July 2nd., our team member Umberto Biccari will talk about "Multilevel Selective Harmonic Modulation via Optimal Control" at the INdAM Workshop on Analysis and Numerics of Design,…
Spain. 29.06.2021. The Chair of Computational Mathematics at University of Deusto is glad to announce our Postdoctoral Researcher Jon Asier Bárcena-Petisco has been awarded "Premio de Investigación Matemática Vicent Caselles…
This call is CLOSED! The Chair of Computational Mathematics at Fundación Deusto in Bilbao, Basque Country - Spain, led by Prof. Dr. Enrique Zuazua, is looking for candidates to fill…
The next INdNAM workshop: “Analysis and Numerics of Design, Control and Inverse Problems” organized by the Scientific Committee by Giuseppe Floridia (Università Mediterranea di Reggio Calabria) in Rome, Italy and Enrique Zuazua (Head of the Chair fur…
On June 28th. to July 3rd., our Head Enrique Zuazua will talk on "Control, Numerics and Machine Learning" at the Online CIMPA School (OCA'21): Optimal Control and its Applications in…
Last month, on May 14th, our team member Borjan Geshkovski at CCM - Chair of Computational Mathematics, Deusto Foundation - University of Deusto, defended his PhD Thesis on: Control in…
J.A. Bárcena-Petisco, Kevin Le Balc'H. Local null controllability of the penalized Boussinesq system with a reduced number of controls (2021) Abstract. In this paper we consider the Boussinesq system with homogeneous…
Date: Wed. May 26, 2021 Organized by: Deia - Noticias de Bizkaia (Basque Country Media) Title: Deia Top Talent Sariak 2021 - Enrique Zuazua: TOP TALENT CIENCIA Laureate: Prof. Dr.…
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