On Monday March 6, 2023 our Head Prof. Enrique Zuazua will talk on “Control and Machine Learning” organized by the Mechanical and Aerospace Engineering at UC San Diego (USA). Abstract. In this lecture we shall present some recent results on the interplay between control and Machine Learning, and more precisely, […]
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18 posts
PhD studentship in Data-Driven Modelling and Control (DTNModConFlex) The Chair for Dynamics, Control and Numerics – Alexander von Humboldt Professorship (FAU DCN-AvH) at Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU) is looking for a PhD student to collaborate on the MoDConFlex, Marie Skłodowska-Curie Doctoral-Training-Network. Where: FAU DCN-AvH, Department of Data Sciences. Cauerstr. 11, 91058 […]
Approximating the 1D wave equation using Physics Informed Neural Networks (PINNs) Code: • See the complete report by Dania Sana Introduction Accurate and fast predictions of numerical solutions are of significant interest in many areas of science and industry. On one hand, most theoretical methods used in the industry […]
Derivation of the pressure function Code: Files to run: nocircle.m, onecircle.m or twocircles.m 1 Introduction This post presents the results of my Bachelor thesis about the modeling and implementation of gas networks at stationary states. Using the isothermal Euler equations to describe the gas flow through a single pipe, […]
Approximating Steady-State Maxwell’s Equations via Physics-Informed Neural Networks (Applications are welcome for the research internship positions for a Master thesis) Yue Wang Supported by the Emerging Talents Initiative No. 5500168 (ETI) at Friedrich-Alexander-Universität Erlangen-Nürnberg Duration: 2022 – now n recent years, Physics-Informed Neural Networks (PINNs) have started to arise frequently in many […]
Analysis and Control of Nonlinear Hyperbolic Systems with Degeneration on Networks DFG WA5144/1-1: Modellierung, Analysis und Steuerung degenerierter nichtlinearer hyperbolischer Systeme auf Netzwerken Yue Wang Supported by DFG – Deutsche Forschungsgemeinschaft Individual Research Grant Duration: 2022 – 2024 Control for degenerate partial differential equations (PDEs) is needed many applications, in […]
Date: September 28th, 2021 Title: In honor of Enrique Zuazua’s 60th. Birthday In honor of Enrique Zuazua‘s 60th. Birthday: -Enrique Zuazua’s 60th. Birthday meeting at FAU (Sep, 2021) -Listen “A Ragtime“, by Martin Gugat who delighted us with his beautiful composition during our Enrique Zuazua’s 60th. Birthday meet-up! –Words by […]
Date: July 26th., 2021 WEEK 4 of 4 Organized by: Tianyuan Mathematical Center in Northeast China and Jilin University China Title: Control, Machine Learning and Numerics Speaker: Prof. Dr. Enrique Zuazua Affiliation: FAU Erlangen-Nürnberg, Germany TOPICS OF THE COURSE WEEK 4 (July 26th, 2021) S12: Watch on YouTube Turnpike principle […]
Date: Fri. July 23, 2021 Event: PhD Thesis Defense Title: Nodal Control and Probabilistic Constrained Optimization using the Example of Gas Networks Speaker: Michael Schuster Affiliation: FAU DCN-AvH, Chair for Dynamics, Control and Numerics – Alexander von Humboldt Professorship at FAU Erlangen-Nürnberg (Germany) On July 23rd, our team member Michael […]
Date: Thu. July 22, 2021 Organized by: FAU DCN-AvH, Chair for Dynamics, Control and Numerics – Alexander von Humboldt Professorship at FAU Erlangen-Nürnberg (Germany) Title: Photonic band gaps of optimized crystal and disordered networks Speaker: Dr. Michael Klatt Affiliation: FAU Erlangen-Nürnberg, Germany Abstract. The talk will begin with a brief […]
Date: July 19th. to July 24th., 2021 WEEK 3 of 4 Organized by: Tianyuan Mathematical Center in Northeast China and Jilin University China Title: Control, Machine Learning and Numerics Speaker: Prof. Dr. Enrique Zuazua Affiliation: FAU Erlangen-Nürnberg, Germany TOPICS OF THE COURSE WEEK 3 (July 19th – 24th, 2021) S06: […]
Date: July 9th. to July 26th., 2021 WEEK 2 of 4 Organized by: Tianyuan Mathematical Center in Northeast China and Jilin University China Title: Control, Machine Learning and Numerics Speaker: Prof. Dr. Enrique Zuazua Affiliation: FAU Erlangen-Nürnberg, Germany TOPICS OF THE COURSE WEEK 2 (July 14th – 17th, 2021) S03: […]
Date: Wed. July 14, 2021 Organized by: FAU DCN-AvH, Chair for Dynamics, Control and Numerics – Alexander von Humboldt Professorship at FAU Erlangen-Nürnberg (Germany) Title: Learning to benchmark Speaker: Prof. Dr. Alfred Hero Affiliation: University of Michigan, USA Abstract. We address the problem of learning an achievable lower bound on […]
Date: July 9th. to July 26th., 2021 WEEK 1 of 4 Organized by: Tianyuan Mathematical Center in Northeast China and Jilin University China Title: Control, Machine Learning and Numerics Speaker: Prof. Dr. Enrique Zuazua Affiliation: FAU Erlangen-Nürnberg, Germany TOPICS OF THE COURSE WEEK 1 (July 9th – 10th, 2021) S01: […]
Date: Wed. July 07, 2021 Organized by: FAU DCN-AvH, Chair for Dynamics, Control and Numerics – Alexander von Humboldt Professorship at FAU Erlangen-Nürnberg (Germany) Title: Learning Energy-Based Models for Image Reconstruction Speaker: Prof. Dr. Alexander Effland Affiliation: University of Bonn, Germany Abstract. Various problems in computer vision and medical imaging […]
Date: Mon. July 05, 2021 Event: INdAM Workshop 2021 “Analysis and Numerics of Design, Control and Inverse Problems” (Roma/Online) Title: Some remarks on the Turnpike property Speaker: Prof. Dr. Martin Gugat Affiliation: FAU DCN-AvH, Chair for Dynamics, Control and Numerics – Alexander von Humboldt Professorship at FAU Erlangen-Nürnberg (Germany) Abstract. […]
Date: June 28th to July 3rd, 2021 Organized by: CIMPA, UIR, Mines-Rabat, Université Mohammed V de Rabat, Faculté de Droit de Rabat-Agdal, Faculté des Sciences Rabat, CNRST and INSEA Title: Control, Numerics and Machine Learning Speaker: Our Head Prof. Dr. Enrique Zuazua Affiliation: FAU Erlangen-Nürnberg, Germany Our Head Enrique Zuazua […]
Madrid. June 2021. Prof. Zuazua visits the German Ambassador in Madrid High-level meeting at the German Embassy in Madrid: Enrique Zuazua, Humboldt Professor for Dynamics, Control and Numerics at FAU, was invited to a dinner with the German Ambassador to Spain, Wolfgang Dold. A meeting of ambassadors with ambassadors, as […]