This summer, Prof. Enrique Zuazua (Friedrich-Alexander-Universität Erlangen-Nürnberg) joint with Prof. Giuseppe M. Coclite (Politecnico di Bari) are organizing the “PDEs, Control and Deep Learning” Summer School on July 22-26, 2024 in Cetraro (Cosenza, Italy), supported by our Chair for Dynamics, Control, Machine Learning and Numerics – Alexander von Humboldt Professorship […]
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Next Thursday July 18, 2024: Organized by: FAU DCN-AvH, Chair for Dynamics, Control, Machine Learning and Numerics – Alexander von Humboldt Professorship at FAU, Friedrich-Alexander-Universität Erlangen-Nürnberg (Germany) Title: Generalization bounds for neural ODEs and Clustering in discrete-time self-attention Speaker: Lucas Versini Affiliation: Visiting student at FAU DCN-AvH from École Polytechnique […]
Next Thursday July 11, 2024: Organized by: FAU DCN-AvH, Chair for Dynamics, Control, Machine Learning and Numerics – Alexander von Humboldt Professorship at FAU, Friedrich-Alexander-Universität Erlangen-Nürnberg (Germany) Title: Enriched Finite Elements for Wave Propagation and Heat Diffusion using the Partition of Unity Method Speaker: M. Shadi Mohamed Affiliation: Visiting Scientist […]
Next Friday June 28, 2024: Organized by: FAU DCN-AvH, Chair for Dynamics, Control, Machine Learning and Numerics – Alexander von Humboldt Professorship at FAU, Friedrich-Alexander-Universität Erlangen-Nürnberg (Germany) 14:00H Title: RBM-SVRG: A random-sampling based solver for optimal control problems with variance reduction Speaker: Prof. Byungjoon Lee Affiliation: The Catholic University of […]
On June 18, 2024 Prof. Enrique Zuazua will talk on “Control and Machine Learning” at the FGS Conference on Optimization 2024 on its 21st edition of the series of French-German conferences which initiated in Oberwolfach, Germany, in 1980. This year it is organized by the Department of Mathematics at University […]
From June 10 – 14, 2024, our FAU MoD, Research Center for Mathematics of Data at FAU, Friedrich-Alexander-Universität Erlangen-Nürnberg is hosting the first “Trends in Mathematical Sciences” conference (in hybrid mode: on-site/online). This event is made possible thanks to the support of our FAU DCN-AvH, Chair for Dynamics, Control, Machine […]
Date: Mon. June 3, 2024 Event: FAU MoD Lecture Event type: On-site / Online Organized by: FAU MoD, the Research Center for Mathematics of Data at Friedrich-Alexander-Universität Erlangen-Nürnberg (Germany) FAU MoD Lecture: Promoting Gender Equity in Mathematics: Strategies and Solutions Speaker: Prof. Dr. Jaqueline Godoy Mesquita Affiliation: UnB, University of […]
On May 29-30, 2024, Prof. Enrique Zuazua is giving a course on “Control and Machine Learning” at the ML&OC24 summer school “Machine Learning and Optimal Control” on May 27-31, 2024 at Gaeta (Italy). Abstract. In this course we shall present some recent results on the interplay between control and Machine […]
Humboldt network meeting • Henriette Herz Scouting Programme Berlin, May 2024. On May 13-14, 2024 Prof. Enrique Zuazua has the honor to be part of the network meeting of the Henriette Herz Scouting Programme by Alexander von Humboldt Stiftung/Foundation, where 60 Humboldt Scouts exchanged ideas on how to increase excellence […]
On Friday May 17, 2024 Prof. Enrique Zuazua will talk as keynote speaker on “Optimal placement of sensors and actuators” at the ICOP 24, International Conference on Optimization, on May 16 – 18, 2024 at Sidi Mohamed Ben Abdellah University at Fez, Morocco. Abstract. Most of applications addressed in the […]
Date: Wed. May 15, 2024 Event: FAU MoD Lecture Organized by: FAU MoD, the Research Center for Mathematics of Data at Friedrich-Alexander-Universität Erlangen-Nürnberg (Germany) FAU MoD Lecture: Using system knowledge for improved sample efficiency in data-driven modeling and control of complex technical systems Speaker: Prof. Dr. Sebastian Peitz Affiliation: Universität […]
Next Thursday May 16, 2024: Organized by: FAU DCN-AvH, Chair for Dynamics, Control, Machine Learning and Numerics – Alexander von Humboldt Professorship at FAU, Friedrich-Alexander-Universität Erlangen-Nürnberg (Germany) 12:00H Title: Exploring the Dynamics of Phase Transitions: A Journey into Gamma-Convergence Speaker: Christopher Sorg Affiliation: PhD student at FAU DCN-AvH – Chair […]
Next Wednesday May 15, 2024: Organized by: FAU DCN-AvH, Chair for Dynamics, Control, Machine Learning and Numerics – Alexander von Humboldt Professorship at FAU, Friedrich-Alexander-Universität Erlangen-Nürnberg (Germany) Title: Verifying Deep Reinforcement Learning Systems Speaker: Guy Amir Affiliation: The Hebrew University of Jerusalem Abstract. Deep neural networks (DNNs) have gained significant […]
Next May 13, 2024 our Senior scientist Prof. Dr. Giovanni Fantuzzi will talk on “Moment-Sum-of-Squares relaxations for variational problems” organized within the research seminars “Nečas Seminar on Continuum Mechanics” at the Faculty of Mathematics and Physics of the Charles University (MFF UK). Abstract. Moment-Sum-of-Squares (moment-SOS) relaxations are an established technique […]
On May 7, 2024 Prof. Enrique Zuazua will talk on “Optimal placement of sensors and actuators” at the Matemáticas y memoria, an online seminar on Analysis and Partial Differential Equations organized by Uptc – Pedagogical and Technological University of Colombia, UNAM – University of Atlántico and GAPC – Ghent Analysis […]
Next Thursday May 2, 2024: Organized by: FAU DCN-AvH, Chair for Dynamics, Control, Machine Learning and Numerics – Alexander von Humboldt Professorship at FAU, Friedrich-Alexander-Universität Erlangen-Nürnberg (Germany) Title: Clustering in Pure-Attention Hardmax Transformers Speaker: Albert Alcalde Affiliation: PhD student at FAU DCN-AvH Chair for Dynamics, Control, Machine Learning and Numerics […]
On April 30, 2024 Prof. Enrique Zuazua will talk on “Optimal placement and design of sensors and actuators” at the Variational Analysis, Models and Methods in Measure Spaces workshop organized at CIRM on April 29 to May 3, 2024. The goal of this workshop is to bring together international experts […]
Next Monday April 29, 2024: Organized by: FAU DCN-AvH, Chair for Dynamics, Control, Machine Learning and Numerics – Alexander von Humboldt Professorship at FAU, Friedrich-Alexander-Universität Erlangen-Nürnberg (Germany) Title: A shape optimization problem for improving the computational capability of the twin vortex computer Speaker: John Sebastian Simon Affiliation: Johann Radon Institute […]
Next Thursday April 25, 2024: Organized by: FAU DCN-AvH, Chair for Dynamics, Control, Machine Learning and Numerics – Alexander von Humboldt Professorship at FAU, Friedrich-Alexander-Universität Erlangen-Nürnberg (Germany) Title: Efficient federated learning via the alternating direction method of multipliers Speaker: Ziqi Wang Affiliation: PhD student at FAU DCN-AvH Chair for Dynamics, […]
Next Monday April 8, 2024: Organized by: FAU DCN-AvH, Chair for Dynamics, Control, Machine Learning and Numerics – Alexander von Humboldt Professorship at FAU, Friedrich-Alexander-Universität Erlangen-Nürnberg (Germany) Title: Solving Navier Stokes Equations with Mimetic Operators Speaker: Prof. Dr. José E. Castillo Affiliation: San Diego State University Abstract. We present a […]
Date: Wed. March 20, 2024 Event: FAU MoD Lecture Organized by: FAU MoD, the FAU Research Center for Mathematics of Data at Friedrich-Alexander-Universität Erlangen-Nürnberg (Germany) FAU MoD Lecture: Image Reconstruction – The Dialectic of Modelling and Learning Speaker: Prof. Dr. Martin Burger Affiliation: DESY and Universität Hamburg Abstract. In this […]
On March 19 – 21, 2024, Prof. Enrique Zuazua will give a lecture Series on Introduction to Optimal Control and Machine Learning at the 5th Edition of the Open Doctoral Lecture Series organized by the UM6P’s VANGUARD Center in collaboration with Université Cadi AYYAD, University Côte d’Azur and GE2MI. Abstract. […]
On Friday March 8, 2024 our postdoctoral researcher Michael Schuster, will talk on “Gas Network Modelling and Optimal Locations for Control under Uncertainty” at Nanzan University. Abstract. In the operation of pipeline networks, compressors play a crucial role in ensuring the network’s functionality for various scenarios. In this contribution we […]
On Fri. March 8, 2024 Prof. Enrique Zuazua will talk on Control and Machine Learning at the ANMATH Seminars at EPFL Laussane. Abstract. In this lecture, we will discuss recent results from our group that explore the relationship between control theory and machine learning, specifically supervised learning and universal approximation. […]
On Wednesday March 6, 2024 Prof. Enrique Zuazua will talk on “Dynamics, Control and Numerics” at the “Zurich Colloquium in Applied and Computational Mathematics” organized at ETH Zürich. Abstract. Norbert Wiener defined “Cybernetics” as “the science of control and communication in the animal and the machine”, anticipating some of the […]
On Thursday February 29, 2024, Prof. Enrique Zuazua will talk on Control and Machine Learning at RAMSA 2024, the 7th. International Conference on Recent Advances in Mathematical Sciences and its Applications on February 29 – March 02, 2024 organized by the Department of Mathematics, Jaypee Institute of Information Technology (JIIT […]
Next Thursday February 29, 2024: Organized by: FAU DCN-AvH, Chair for Dynamics, Control, Machine Learning and Numerics – Alexander von Humboldt Professorship at FAU, Friedrich-Alexander-Universität Erlangen-Nürnberg (Germany) Title: Energy Estimates, Semigroups, and The Weakly Damped Wave Equation Speaker: Lorenzo Liverani Affiliation: FAU DCN-AvH Chair for Dynamics, Control, Machine Learning and […]
On Monday February 26, 2024, Prof. Enrique Zuazua will talk on “Control and Machine Learning” at the winter school Model Order Reduction Methods for Control and Machine Learning, organized at the UM6P, Université Polytechnique Mohammed VI on February 26 – 29, 2024 in Benguerir, Morocco. Abstract. Control theory and Machine […]
On Monday February 19, 2024, Prof. Enrique Zuazua will talk on Control and Machine Learning at the DEDS2024, Differential Equations for Data Science 2024, the international conference organized (online) on February 19 – 21, 2024. Abstract. In this lecture we shall present some recent results on the interplay between control […]
From February 12 – 15, 2024 Prof. Enrique Zuazua will talk on Inverse design for conservation laws and Hamilton-Jacobi equations at the “Recent advances in Control Theory of PDE systems” program organized on February 12-23, 2024 by Shirshendu Chowdhury (IISER Kolkata, India), Debayan Maity (TIFR CAM, India) and Debanjana Mitra […]
On February 15, 2024 Prof. Enrique Zuazua will talk on Contrôle et apprentissage automatique an event organized by the Adria Business & Technology and the moroccan association Math & Maroc. Abstract. La motivation de contrôler les machines remonte à l’antiquité: des machines exécutent automatiquement le travail de l’homme afin que […]
Next Thursday February 08, 2023: Organized by: FAU DCN-AvH, Chair for Dynamics, Control, Machine Learning and Numerics – Alexander von Humboldt Professorship at FAU, Friedrich-Alexander-Universität Erlangen-Nürnberg (Germany) Title: Non-convex aggregative optimization problems and their mean-field relaxation Speaker: Kang Liu Affiliation: FAU DCN-AvH Chair for Dynamics, Control, Machine Learning and Numerics […]
Next Summer, on Wednesday August 7, 2024 our Akad. Director Prof. Dr. Martin Gugat will talk on “The turnpike property and stabilization” at the TRR 154 Summer School on Optimization, Uncertainty and AI organized on August 7-9, 2024 at Universität Hamburg. Abstract. TBA WHEN Wed. August 7, 2024 at 14:00H […]
Next Thursday January 18, 2023: Organized by: FAU DCN-AvH, Chair for Dynamics, Control, Machine Learning and Numerics – Alexander von Humboldt Professorship at FAU, Friedrich-Alexander-Universität Erlangen-Nürnberg (Germany) Title: Discrete Carleman estimates and application to controllability for a fully-discrete parabolic operator with dynamic boundary conditions Speaker: Sebastián Zamorano Aliaga Affiliation: University […]
Date: Thu. January 11, 2024 Event: FAU MoD Lecture Organized by: FAU MoD, the FAU Research Center for Mathematics of Data at Friedrich-Alexander-Universität Erlangen-Nürnberg (Germany) FAU MoD Lecture: The role of Artificial Intelligence in the future of mathematics Speaker: Prof. Dr. Amaury Hayat Affiliation: École des Ponts ParisTech, France Abstract. […]
On January 9, 2024 Prof. Enrique Zuazua will talk on “Control, Cibernetics and Artificial Intelligence” (Control, Cibernética e Inteligencia Artificial) at the IUI Conference Mathematical Modeling: Theory and Applications (“Jornada IUI Modelización matemática: teoría y aplicaciones”) organized at the University of Zaragoza (Spain). The conference will be dedicated to the […]
On December 24, 2023 Prof. Enrique Zuazua will talk on “Control and Machine Learning” (S3-1) at the Symposium Controllability and Differential Equations of the 89th Annual Conference of Indian Mathematical Society an international meet organized annually by the IMS, Indian Mathematical Society, this year at BITS Pilani (India) on December […]
Next Monday December 11, 2023: Organized by: FAU DCN-AvH, Chair for Dynamics, Control and Numerics – Alexander von Humboldt Professorship at FAU, Friedrich-Alexander-Universität Erlangen-Nürnberg (Germany) Title: Randomized POD-Beyn algorithm for nonlinear eigenvalue problems – analysis and perspectives Speaker: Luka Grubišić Affiliation: University of Zagreb (Croatia) Abstract. We present a method […]
On Wednesday December 13, 2023 Prof. Enrique Zuazua will talk on “AI techniques in guidance control problem and space missions – Control and Machine Learning” as part of the Topic 1: Manifold dynamics, trajectory design, and related control aspects of the conference “New trends and challenges in optimisation theory applied […]
Next Tuesday December 12, 2023 our Head Prof. Enrique Zuazua will talk on “Control and Machine Learning” at the MATH-DT, Mathematical Opportunities in Digital Twins Workshop at GMU, George Mason University on December 11-13, 2023. This workshop brings together key experts working in many aspects of mathematics, key application fields, […]
Next Wednesday December 6, 2023 our Head Prof. Enrique Zuazua will talk on “Control and Machine Learning” at the Workshop on recent advances in kinetic theory and related models organized at the Beijing International Center for Mathematical Research, Pekin University on December 4-8, 2023. Abstract. In this lecture we shall […]
Next Thursday November 30, 2023 our Visiting Scientist Prof. Ahmet Ozkan Ozer will talk on “Advances in Controlling Magnetizable Piezoelectric Systems: PDE Models, Model Reductions, and Interactive Simulations” organized at FAU DCN-AvH, Friedrich-Alexander-Universität Erlangen-Nürnberg. Asbtract. Magnetizable piezoelectric materials, pivotal in various engineering applications, exhibit intricate interactions between mechanical and electromagnetic […]
On Friday December 1, 2023 our postdoctoral researcher Dr. Maria Filipkovska will talk on “Lagrange and Lyapunov stability of degenerate differential equations” at the Dynamical systems and control seminar organized at Julius-Maximilians-Universität Würzburg. Abstract. The development of modern technologies leads to the appearance of various types of nonlinear mathematical models […]
Next Thursday November 30, 2023 our Visiting Scientist Prof. Ahmet Ozkan Ozer will talk on “Advances in Controlling Magnetizable Piezoelectric Systems: PDE Models, Model Reductions, and Interactive Simulations” organized at FAU DCN-AvH, Friedrich-Alexander-Universität Erlangen-Nürnberg. Asbtract. Magnetizable piezoelectric materials, pivotal in various engineering applications, exhibit intricate interactions between mechanical and electromagnetic […]
Schöne Mathematik für Künstliche Intelligenz Last month, FAU, Friedrich-Alexander-Universität Erlangen-Nürnberg interviewed our Head Prof. Enrique Zuazua on “Beautiful mathematics for Artificial Intelligence” (Schöne Mathematik für Künstliche Intelligenz) that appeared at the FAU Magazin 2023/2024: This the English version of the original interview (in German) October 30, 2023 Three questions for […]
Date: Wed. November 22, 2023 Event: FAU MoD Lecture Series (Special double session. November 2023) Organized by: FAU MoD, the FAU Research Center for Mathematics of Data at Friedrich-Alexander-Universität Erlangen-Nürnberg (Germany) First session: 13:45H FAU MoD Lecture: Prospects of formalized mathematics Speaker: Prof. Dr. Michael Kohlhase Affiliation: Friedrich-Alexander-Universität Erlangen-Nürnberg. Carnegie […]
On November 23 – 27, our Head Prof. Enrique Zuazua is giving a historical introduction to Control and Machine Learning and then talking on control of finite dimensional systems and Supervised Learning by Control Methods at the Tutorial lecture series on “Advanced Topics Systems Control” organized (online) from November 23 […]
Next Thursday November 23, 2023 our postdoctoral researcher Dr. Timothée Crin-Barat will talk on “Hyperbolic approximations in fluid mechanics: Hypocoercivity and hybrid Besov spaces” at the Nanjing University of Aeronautics and Astronautics. Abstract. We investigate the relaxation limits associated with partially dissipative systems in the context of fluid mechanics. As […]
Next Monday November 20, 2023 our postdoctoral researcher Dr. Timothée Crin-Barat will talk on “A survey on partially dissipative systems: global well-posedness and strong relaxation limit in the critical regularity setting” at the Nanjing University of Aeronautics and Astronautics, China. Abstract. In this talk, we review recent results on so-called […]
On November 17, 2023 our Head Prof. Enrique Zuazua will talk on Control and Machine Learning at the ICMAM Latin America Satellite Conference on Data Science, AI, and Machine Learning organized by ICMAM Latin America. Abstract. In this lecture we shall present some recent results on the interplay between control […]