Date: Wed. December 8, 2021 Organized by: FAU DCN-AvH, Chair for Dynamics, Control and Numerics – Alexander von Humboldt Professorship at FAU Erlangen-Nürnberg (Germany) Title: Neural network and partial differential equations Speaker: Prof. Dr. Lexing Ying Affiliation: Stanford University, Department of Mathematics and ICME, Institute for Computational and Mathematical Engineering […]
Neural network and partial differential equations
387 posts
Date: Wed. December 1, 2021 Organized by: FAU DCN-AvH, Chair for Dynamics, Control and Numerics – Alexander von Humboldt Professorship at FAU Erlangen-Nürnberg (Germany) Title: Estimation of extreme event probabilities in systems governed by PDEs Speaker: Prof. Dr. Georg Stadler Affiliation: Courant Institute of Mathematical Sciences, New York University (USA) […]
Date: Fri. November 26, 2021 Organized by: FAU DCN-AvH, Chair for Dynamics, Control and Numerics – Alexander von Humboldt Professorship at FAU Erlangen-Nürnberg (Germany) Title: Variational principles in a stochastic setting Speaker: Prof. Dr. Tudor Ratiu Affiliation: SJTU – Shanghai Jiao Tong University (China) Abstract. The standard variational principles in […]
On November 25th, 2021 our Head Prof. Enrique Zuazua, Dipl.-Pol. Patrick Stör from our Faculty of Sciences at Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU) and our visiting scientist Sebastian Zamorano from University of Santiago of Chile visited BAYLAT, Bavarian University Center for Latin America where they met BAYLAT as their service center in […]
Date: Wed. November 19, 2021 Organized by: FAU DCN-AvH, Chair for Dynamics, Control and Numerics – Alexander von Humboldt Professorship at FAU Erlangen-Nürnberg (Germany) Title: Building bridges Lévy-walk way Speaker: Prof. Dr. Vasily Zaburdaev Affiliation: FAU Erlangen-Nürnberg (Germany) Abstract. Lévy walks are random walks in which the walker moves continuously […]
Transition Layers in Elliptic Equations By Maicon Sônego Stable transition layers in an unbalanced bistable equation Consider the following semi-linear problem where are positive functions in ; is a positive parameter and We assume that the functions satisfy ; for all ; there is a sub-interval such that for […]
BaCaTeC. Endowing Artificial Intelligence with Control-Theoretic Guarantees: Data-Based Optimization in Real Time for Dynamic Systems Supported by: HighTech Research between Bavaria and California Duration: 2021 – 2022 Unlike most machine learning algorithms, which have yet to be equipped with guarantees of convergence and stability in real time for feedback applications to […]
Date: Wed. November 10, 2021 Organized by: FAU DCN-AvH, Chair for Dynamics, Control and Numerics – Alexander von Humboldt Professorship at FAU Erlangen-Nürnberg (Germany) Title: Modeling climate change: A dynamical systems approach Speaker: Prof. Dr. Alejandro Aceves Affiliation: Southern Methodist University (USA) Abstract. Addressing climate change from different perspectives is […]
On November 9th, our Head Prof. Enrique Zuazua welcomed new international researchers on the FAU Welcome event this year: Read the Welcome message by Prof. Enrique Zuazua The slides shown: Message by Prof. Enrique Zuazua Enrique Zuazua, DDS-FAU @Nov 9, 2021 Guten Abend und herzlich willkommen zur Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU)! […]
Date: November 3rd – 5th, 2021 Title: Workshop on Non-Linear Analysis and Control Theory in honor of Prof. Enrique Zuazua on his 60th birthday || You might like: In honor of Enrique Zuazua’s 60s birthday Speakers Fatiha Alabau- Université de Lorraine, France Grégoire Allaire – Ecole Polytechnique de Paris, France […]
Date: Wed. October 27, 2021 Organized by: FAU DCN-AvH, Chair for Dynamics, Control and Numerics – Alexander von Humboldt Professorship at FAU Erlangen-Nürnberg (Germany) Title: Numerical methods for random Helmholtz problem Speaker: Prof. Dr. Kai Zhang Affiliation: Jilin University (China) Abstract. In this talk, we discuss numerical methods for three […]
Lecture notes: A primer on functional Analytic methods for PDEs FAU DCN-AvH. Friedrich-Alexander Universität Erlangen-Nürnberg (Germany) Period: Summer semester 2021 These lecture notes cover topics suitable for an introductory 5 ECTS (2+1 weekly hours) primer on functional analytic methods in partial differential equations. The goal of the course is to […]
Date: Fri. October 22, 2021 Organized by: FAU DCN-AvH, Chair for Dynamics, Control and Numerics – Alexander von Humboldt Professorship at FAU Erlangen-Nürnberg (Germany) Title: Analysis of gradient descent on wide two-layer ReLU neural networks Speaker: Dr. Lénaïc Chizat Affiliation: EPFL, École Polytechnique Fédérale de Lausanne (Switzerland) Abstract. In this […]
Date: Wed. October 13, 2021 Organized by: FAU DCN-AvH, Chair for Dynamics, Control and Numerics – Alexander von Humboldt Professorship at FAU Erlangen-Nürnberg (Germany) Title: Towards the optimization of optical properties of particulate products Speaker: Prof. Dr. Michael Stingl Affiliation: Department of Mathematics, Chair of Applied Mathematics (Continuous Optimization) – […]
Course: Modeling and Analysis in Continuum Mechanics 1 Lecturers: Enrique Zuazua, Nicola De Nitti Period: 2021/2022 winter semester Date: October 2021 – March 2022 Location: FAU. Master’s Degree in Computational and Applied Mathematics ECTS: 10 This course at FAU StudON: –
Course: Transport Phenomena Lecturers: Enrique Zuazua, Nicola De Nitti Period: 2021/2022 winter semester Date: October 2021 – March 2022 Location: FAU. Master’s Degree in Computational and Applied Mathematics ECTS: 10 This course at FAU StudON: –
On October 8th, our team from FAU DCN-AvH Chair for Dynamics, Control and Numerics – Alexander von Humboldt Professorship and the team from FAU MoD – Research Center for Mathematics of Data shared an interesting kick-off day at Villa Jordan (Erlangen) where we enjoyed together interesting talks by the FAU […]
SFB Transregio 154 Mathematical Modelling, Simulation and Optimization using the example of Gas Networks Project: TRR 154 – SFB Transregio 154 Project/grant No.:239904186 Supported by DFG (Deutsche Forschungsgemeinschaft/ German Research Foundation) Duration: 2018 – 2026 SFB TRR154 Transregio – Mathematical modelling, simulation and optimization using the example of gas networks is […]
Date: Fri. October 08, 2021 Organized by: FAU DCN-AvH, Chair for Dynamics, Control and Numerics – Alexander von Humboldt Professorship at FAU Erlangen-Nürnberg (Germany) Title: On solving/learning differential equations with kernels Speaker: Prof. Dr. Houman Owhadi Affiliation: Caltech (USA) Abstract. We present a simple, rigorous, and unified framework for solving […]
Date: Fri. October 1, 2021 Organized by: FAU DCN-AvH, Chair in Applied Analysis – Alexander von Humboldt Professorship at FAU Erlangen-Nürnberg (Germany) Title: Mini-workshop “Recent Advances in Analysis and Control” 10:00H – 10:30H Ilias Ftouhi, FAU DCN-AvH | FAU Erlangen-Nürnberg “On the Estimation of the fundamental frequency” | Slides Abstract. […]
Randomized time-splitting in linear-quadratic optimal control By Daniël Veldman Introduction Solving an optimal control problem for a large-scale dynamical system can be computationally demanding. This problem appears in numerous applications. One example is Model Predictive Control (MPC), which requires the solution of several optimal control problems on a receding […]
Date: Wed. September 22, 2021 Organized by: FAU DCN-AvH, Chair for Dynamics, Control and Numerics – Alexander von Humboldt Professorship at FAU Erlangen-Nürnberg (Germany) Title: Long-time behaviour of dissipative systems Speaker: Prof. Dr. Andrei Agrachev Affiliation: International School for Advanced Studies, SISSA-ISAS (Italy) Abstract. Energy dissipation is always a “smoothing” […]
Date: Wed. September 15, 2021 Organized by: FAU DCN-AvH, Chair for Dynamics, Control and Numerics – Alexander von Humboldt Professorship at FAU Erlangen-Nürnberg (Germany) Title: Geodesics and Laplace spectrum on 3D contact sub-Riemannian manifolds: the Reeb flow Speaker: Prof. Dr. Yves Colin de Verdière Affiliation: Université Grenoble Alpes (France) Abstract. […]
Date: July 9 – 26, 2021 (4 weeks) 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 S01: Introduction to Control Theory (Fri. July 9, 2021) S02: Introduction: […]
Felix Klein: A Legacy of Innovation in Mathematics and Education By Roberto Rodríguez del Río, Complutense University of Madrid | IES San Mateo, Madrid Felix Christian Klein lived in a period of history of science in which Mathematics were involved in a process of transformation, leaving behind the classical […]
Control of Advection-Diffusion Equations on Networks and Singular Limits By Jon Asier Bárcena-Petisco, Márcio Cavalcante, Giuseppe Maria Coclite, Nicola de Nitti and Enrique Zuazua Introduction In the past few decades, models based on partial differential equations have been very effective in tackling many problems dealing with flows on networks (e.g. […]
Date: Wed. Jun. 30, 2021 Organized by: FAU DCN-AvH, Chair for Dynamics, Control and Numerics – Alexander von Humboldt Professorship at FAU Erlangen-Nürnberg (Germany) Title: Configurational Mechanics: Views and Perspectives Speaker: Prof. Dr. Paul Steinmann Affiliation: FAU Erlangen-Nürnberg (Germany) Abstract. Configurational mechanics is an unconventional, sophisticated branch of continuum physics […]
Date: Wed. Jun. 23, 2021 Organized by: FAU DCN-AvH, Chair for Dynamics, Control and Numerics – Alexander von Humboldt Professorship at FAU Erlangen-Nürnberg (Germany) Title: Machine Learning and Dynamical Systems meet in Reproducing Kernel Hilbert Spaces Speaker: Prof. Dr. Boumediene Hamzi Affiliation: Imperial College London, UK Abstract. Since its inception […]
Date: Wed. Jun. 16, 2021 Organized by: FAU DCN-AvH, Chair for Dynamics, Control and Numerics – Alexander von Humboldt Professorship at FAU Erlangen-Nürnberg (Germany) Title: Optimal Control meets graph-based methods: Autonomous driving on Turnpikes Speaker: Prof. Dr. Kathrin Flaßkamp Affiliation: Universität des Saarlandes, Germany Abstract. In this talk we consider […]
sherpa.ai | Technological transfer Enrique Zuazua Duration: June 2021 – now Recommendation Systems and Machine Learning. || Go to the Projects main page
Date: Wed. Jun. 9, 2021 Organized by: FAU DCN-AvH, Chair for Dynamics, Control and Numerics – Alexander von Humboldt Professorship at FAU Erlangen-Nürnberg (Germany) Title: Space-discretizations of reaction-diffusion SPDEs Speaker: Dr. Carina Geldhauser Affiliation: Lund University, Sweden Abstract. In this talk we will discuss two different viewpoints on a space-discrete […]
Date: Wed. Jun. 2, 2021 Organized by: FAU DCN-AvH, Chair for Dynamics, Control and Numerics – Alexander von Humboldt Professorship at FAU Erlangen-Nürnberg (Germany) Title: Asymptotic behavior of one-dimensional wave equations with set-valued boundary damping Speaker: Prof. Dr. Yacine Chitour Affiliation: Université Paris-Saclay, France Abstract. This talk concerns one dimensional […]
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. Enrique Zuazua Affiliation: FAU Erlangen-Nürnberg (Germany) Award: TOP TALENT CIENCIA Location: Guggenheim Bilbao Museum, Basque Country (Spain) Born in Eibar “City of […]
Date: Mon. May 24, 2021 Organized by: Federal Fluminense University (Brazil) and supported by Rio de Janeiro State Research Support Foundation (FAPERJ). Title: Plenary Talk at the Workshop on Control Theory and Partial Differential Equations Speaker: Prof. Dr. Enrique Zuazua Affiliation: FAU Erlangen-Nürnberg (Germany) Recording/Video: Watch on YouTube See more […]
Date: Fri. May 21, 2021 Organized by: FAU DCN-AvH, Chair in Applied Analysis – Alexander von Humboldt Professorship at FAU Erlangen-Nürnberg (Germany) Title: Mini-workshop “Recent Advances in Analysis and Control” (II) 16:00H – 16:30H Prof. Maicon Sônego, Universidade Federal de Itajubá – UNIFEI | Instituto de Matemática e Computação – IMC […]
Date: Wed. May 12, 2021 Organized by: FAU DCN-AvH, Chair for Dynamics, Control and Numerics – Alexander von Humboldt Professorship at FAU Erlangen-Nürnberg (Germany) Title: MIP and/or PDE optimization in the context of gas network optimization Speaker: Prof. Dr. Alexander Martin Affiliation: FAU Erlangen-Nürnberg and Fraunhofer Institute IIS, Germany Abstract. […]
Date: Tue. May 11, 2021 Organized by: FAU Erlangen-Nürnberg Title: FAU StudOn AG Neural Differential Equations, Control and Machine Learning Speaker: Prof. Dr. Enrique Zuazua Affiliation: FAU Erlangen-Nürnberg (Germany) Abstract. We discuss Neural Ordinary Differential Equations (NODEs) from a control theoretical perspective to address some of the main challenges in […]
Probabilistic Constrained Optimization on Flow Networks This research was funded by DFG in the SFB Transregio 154: Mathematical modelling, simulation and optimization using the example of gas networks. Uncertainty often plays an important role in the context of flow problems. We analyze a stationary and a dynamic flow model […]
Date: Wed. May 5, 2021 Organized by: FAU DCN-AvH, Chair in Applied Analysis – Alexander von Humboldt Professorship at FAU Erlangen-Nürnberg (Germany) Title: Variational problems on L-infinity and continuum limits on graphs Speaker: Dr. Leon Bungert Affiliation: FAU Erlangen-Nürnberg, Germany Abstract. Modern machine learning techniques and in particular Deep Learning […]
Date: Fri. April 30, 2021 Organized by: FAU DCN-AvH, Chair in Applied Analysis – Alexander von Humboldt Professorship at FAU Erlangen-Nürnberg (Germany) Title: Mini-workshop “Recent Advances in Analysis and Control” 10:00H – 10:30H Prof. Francesco Della Pietra, University of Naples Federico II “Shape optimization and isoperimetric inequalities” | Slides (F. Della […]
Date: Wed. April 28, 2021 Organized by: FAU DCN-AvH, Chair in Applied Analysis – Alexander von Humboldt Professorship at FAU Erlangen-Nürnberg (Germany) Title: Mean-field limit for non-exchangeable multi-agent systems Speaker: Prof. Dr. Pierre Emmanuel Jabin Affiliation: University of Maryland, USA Abstract. We are studying the asymptotic behavior of multi-agent or […]
Date: Mon. April 26, 2021 Organized by: DSAD – Data Science Across Disciplines, a research group within Institute for the Future of Knowledge (IFK) at University of Johannesburg Title: Neural Differential Equations, Control and Machine Learning Speaker: Prof. Dr. Enrique Zuazua Affiliation: FAU Erlangen-Nürnberg, Germany Abstract. The seminar is focused […]
Date: Thu. April 22, 2021 Organized by: FAU DCN-AvH, Chair in Applied Analysis – Alexander von Humboldt Professorship at FAU Erlangen-Nürnberg (Germany) Title: Dynamics of a kinetic model from evolutionary biology Speaker: Prof. Dr. Gael Raoul Affiliation: Ecole Polytechnique Paris, France Abstract. We consider a population structured by a phenotypic […]
Date: Wed. April 14, 2021 Organized by: FAU DCN-AvH, Chair in Applied Analysis – Alexander von Humboldt Professorship at FAU Erlangen-Nürnberg (Germany) Title: Felix Klein: A Legacy of Innovation in Mathematics and Education Speaker: Prof. Roberto Rodríguez del Río Affiliation: Universidad Complutense de Madrid / IES San Mateo, Spain Abstract. […]
Course: Modeling, Simulation and Optimization (practical course) Lecturers: Enrique Zuazua, Daniel Veldman Period: 2020/2021 summer semester Date: April – July 2021 Location: FAU. Master’s Degree in Computational and Applied Mathematics ECTS: 10 This course at FAU StudON: –
Course: Modeling and Analysis in Continuum Mechanics 2 Lecturers: Enrique Zuazua, Nicola De Nitti Period: 2020/2021 summer semester Date: April – July 2021 Location: FAU. Master’s Degree in Computational and Applied Mathematics ECTS: 10 This course at FAU StudON: –
Modeling, Simulation and Optimization (practical course) Professors: Enrique Zuazua, Daniël Veldman Period: Summer Semester 2020/2021 Date: April 12, 2021 to July 16, 2021 ECTS: 5 This course at FAU StudON: https://www.studon.fau.de/studon/goto.php?target=crs_3686764
Date: Wed. April 7, 2021 Organized by: FAU DCN-AvH, Chair in Applied Analysis – Alexander von Humboldt Professorship at FAU Erlangen-Nürnberg (Germany) Title: Some aspects of cross diffusion equations Speaker: Prof. Dr. Laurent Desvillettes Affiliation: Université Paris Diderot, France Abstract. Cross diffusion systems are made of coupled parabolic equations and […]
Date: Wed. March 31, 2021 Organized by: FAU DCN-AvH, Chair in Applied Analysis – Alexander von Humboldt Professorship at FAU Erlangen-Nürnberg (Germany) Title: Adaptive Computation of Sparse Solutions Speaker: Prof. Dr. Martin Burger Affiliation: FAU Erlangen-Nürnberg, Germany Abstract. In this talk we will discuss approaches of adaptivity to the computation […]
Date: Fri. March 26 Organized by: Department Mathematik at FAU Erlangen-Nürnberg Title: Günter Leugering’s Farewell/Abschiedsfeier Our Chair represented by our Head Enrique Zuazua and our Professor Martin Gugat presented special words during the farewell of Professor Dr. Günter Leugering, who retired after all his work on our Department of Mathematik […]