Control of neural transport for normalizing flows

D. Ruiz-Balet, E. Zuazua. Control of neural transport for normalizing flows (2023) J. Math. Pures Appl. https://doi.org/10.48550/arXiv.2307.07817 Abstract. Inspired by normalizing flows, we analyze the bilinear control of neural transport…
DASEL

DASEL

Project name: CIENCIA DE DATOS PARA REDES ELECTRICAS (TED2021-131390B-I00) Project reference: DASEL Funding source: MINECO. MINISTERIO DE CIENCIA E INNOVACIÓN- PROYECTOS DE TRANSICIÓN ECOLÓGICA Y TRANSICIÓN DIGITAL 2021 Duration: December…
Workshop on Control Problems

Workshop on Control Problems

On Monday October 17, 2022 our Head Prof. Enrique Zuazua will talk on "Control and Machine Learning" at the Workshop on Control Problems from October 17th. to 20th, 2022 at…

Control and Machine Learning

Zuazua E. Control and Machine Learning (2022) News journal of the Society for Industrial and Applied Mathematics , Vol. 55, No. 8 Abstract. There are two recurring questions arising when…
M4CSA: Control and Machine Learning by E. Zuazua

M4CSA: Control and Machine Learning by E. Zuazua

Date: Tue. September 6, 2022 Event: M4CSA, Mathematics for Computer Science and Applications. Title: Control and Machine Learning Speaker: Our Head Prof. Enrique Zuazua Affiliation: Friedrich-Alexander-Universität Erlangen-Nürnberg (Germany) Our Head…
Control and Machine Learning by E. Zuazua

Control and Machine Learning by E. Zuazua

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…
Constructing the Scattering Transform

Constructing the Scattering Transform

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…
KiLearn

KiLearn

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…
Seminar in PDE, Tongji University

Seminar in PDE, Tongji University

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…

Numerical Control: Part A

Emmanuel Trélat, Enrique Zuazua. Numerical Control: Part A First Edition (2022), Elsevier Science & Technology. Handbook of Numerical Analysis XXIII, Vol. 23, p. 1-558, eBook ISBN: 9780323853392, Hardcover ISBN: 9780323850599…
Contrôle et apprentissage automatique

Contrôle et apprentissage automatique

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…

Turnpike in Lipschitz-nonlinear optimal control

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…
Smart control. Two converging points of view

Smart control. Two converging points of view

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…
Swinging up the double pendulum on a cart

Swinging up the double pendulum on a cart

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…
Seminar Series: Deep Learning in Control

Seminar Series: Deep Learning in Control

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…

Control and Numerical approximation of Fractional Diffusion Equations

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…

Multilevel selective harmonic modulation by duality

Biccari U, Zuazua E. Multilevel selective harmonic modulation by duality (2022) IFAC-PapersOnLine, Vol. 55, No. 16, pp. 56-61, https://doi.org/10.1016/j.ifacol.2022.08.081. Abstract. We address the Selective Harmonic Modulation (SHM) problem in power…
Ghent Methusalem Junior Seminar

Ghent Methusalem Junior Seminar

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…
ERC DyCon project: PhD -Open position

ERC DyCon project: PhD -Open position

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…