• WS 25/26: Introduction to Control and Machine Learning
• SS 2025: Introduction to Control and Machine Learning
• WS 24/25: Introduction to Control and Machine Learning
• SS 2024: Introduction to Control and Machine Learning
• SS 2023: CML: Control, Machine Learning and Numerics. Mathematical Theory/Foundations of Data Science. Scalar Conservation Laws. Tutorial to Wave Phenomena. Wave Phenomena.
• WS 22/23: Introduction to Control and Machine Learning. Mathematical Modeling in the Life Sciences. Transport Phenomena. Tutorial to Mathematical Modeling in the Life Sciences (Übung)
• WS 21/22: CML: Control, Machine Learning, and Numerics
• WS 21/22: Modeling and Analysis in Continuum Mechanics 1. Tutorial, Transport Phenomena
• SS 21/22: Modeling and Analysis in Continuum Mechanics 2
• WS 20/21: Modeling and Analysis in Continuum Mechanics 1. Tutorial
PhD Thesis defense by M. Hernández Salinas
Next Thursday September 25, 2025 our team member Martín Hernández will present his PhD Thesis on: "From Optimal Control to ...
Course: Introduction to Optimal Control and Machine Learning
On October 21-23, 2024 Prof. Enrique Zuazua will give an online course on Introduction to Optimal Control and Machine Learning ...
100th Session. Seminar in PDEs and Applied Mathematics
Date: October 7, 2024 Event: 100th Session. Seminar in PDEs and Applied Mathematics On October 7th, Prof. Enrique Zuazua did ...
Course: Control and Machine Learning by E. Zuazua
Date: July 2024 Course: Control and Machine Learning Lecturer: Prof. Enrique Zuazua Recordings S01: Introduction to Control Theory S02: Introduction: ...
AI-based Diagnosis of Combustion Anomalies in Hydrogen Engines
Master Thesis: "AI-based Diagnosis of Combustion Anomalies in Hydrogen Engines" Author: Arun Sai Thunga Supervisor: Prof. Enrique Zuazua Date: June ...
ODL: Introduction to Optimal Control and Machine Learning
On March 19 - 21, 2024, Prof. Enrique Zuazua will give a lecture Series on Introduction to Optimal Control and ...
RACP2024: Recent advances in Control Theory of PDE systems
From February 12 - 15, 2024 Prof. Enrique Zuazua will talk on Inverse design for conservation laws and Hamilton-Jacobi equations ...
Synthetic Training Data Generation for Point Cloud Defects
Master Thesis: "Synthetic Training Data Generation for Point Cloud Defects" Author: Nishitha Yedalapalli Supervisor: Prof. Enrique Zuazua Date: January 29, ...
Analysis, control, and singular limits for hyperbolic conservation laws
Analysis, control, and singular limits for hyperbolic conservation laws Author: Nicola de Nitti Date: Monday July 24, 2023 PhD Thesis: ...
Machine Learning: Publisher Recommendation Model
Master Thesis: "Machine Learning: Publisher Recommendation Model" Author: Mohammed Quaidjohar Husain Supervisor: Prof. Dr. DhC. Enrique Zuazua Date: July 7, ...
Gradient Descent on Wide Neural Networks and Federated Learning
Master Thesis: "Gradient Descent on Wide Neural Networks and Federated Learning" Author: Gisele Stephanie Otiobo Supervisor: Prof. Dr. DhC. Enrique ...
CML: Control, Machine Learning and Numerics
CML: Control, Machine Learning and Numerics Professors: Enrique Zuazua, Yongcun Song Period: Summer Semester 2022/2023 Date: April to July 2023 ...
Course: Wave Phenomena
Course: Wave Phenomena Lecturers: Enrique Zuazua, Nicola De Nitti Period: 2022/2023 summer semester Date: April - July 2023 Location: FAU ...
Course: Scalar Conservation Laws
Course: Scalar Conservation Laws Lecturers: Enrique Zuazua, , Nicola De Nitti Period: 2022/2023 summer semester Date: April - July 2023 ...
Introduction to control and machine learning
Introduction to control and machine learning Professors: Enrique Zuazua, Yongcun Song Period: Winter Semester 2022/2023 Date: November to December 2022 ...
Course: Mathematical Modeling in the Life Sciences
Course: Mathematical Modeling in the Life Sciences Lecturers: Enrique Zuazua, Nicola De Nitti Period: 2022/2023 winter semester Date: October 2022 ...
Course: Transport Phenomena
Course: Transport Phenomena Lecturers: Enrique Zuazua, Nicola De Nitti Period: 2022/2023 winter semester Date: October 2022 - March 2023 Location: ...
Course: A Practical Introduction to Control, Numerics, and Machine Learning (IFAC CPDE 2022)
Practical course: Modeling, simulation, optimization Enrique Zuazua Daniël Veldman FAU DCN-AvH. Friedrich-Alexander Universität Erlangen-Nürnberg (Germany) Period: Summer 2022 (IFAC CPDE ...
Course: Control and optimization for non-local and fractional differential equations
Course: Control and optimization for non-local and fractional differential equations Period: Summer 2022 (August 1st – August 12nd, 2022) Enrique ...
Modeling, Simulation and Optimization SS 2021/2022 (practical course)
Modeling, Simulation and Optimization (practical course) Professors: Enrique Zuazua, Daniël Veldman Period: Summer Semester 2021/2022 Date: April 25, 2022 to ...
Course: Modeling and Analysis in Continuum Mechanics 2
Course: Modeling and Analysis in Continuum Mechanics 2 Lecturers: Enrique Zuazua, Nicola De Nitti Period: 2021/2022 summer semester Date: April ...
Course: Scalar Conservation Laws
Course: Scalar Conservation Laws Lecturers: Enrique Zuazua, Nicola De Nitti Period: 2021/2022 summer semester Date: April - July 2022 Location: ...
Course: Control, Machine Learning and Numerics (2022)
Course: Control, Machine Learning and Numerics (2022) Lecturers: Enrique Zuazua, Yongcun Song Period: 2021/2022 summer semester Date: April - July ...
Course: Modeling and Analysis in Continuum Mechanics 1
Course: Modeling and Analysis in Continuum Mechanics 1 Lecturers: Enrique Zuazua, Nicola De Nitti Period: 2021/2022 winter semester Date: October ...
Course: Transport Phenomena
Course: Transport Phenomena Lecturers: Enrique Zuazua, Nicola De Nitti Period: 2021/2022 winter semester Date: October 2021 - March 2022 Location: ...
Control, Machine Learning and Numerics -Course (China) by E. Zuazua (Complete)
Date: July 9 - 26, 2021 (4 weeks) Organized by: Tianyuan Mathematical Center in Northeast China and Jilin University China ...
Summer short course (China) 4/4: Control, Machine Learning and Numerics by E. Zuazua
Date: July 26th., 2021 WEEK 4 of 4 Organized by: Tianyuan Mathematical Center in Northeast China and Jilin University China ...
Summer short course (China) 3/4: Control, Machine Learning and Numerics by E. Zuazua
Date: July 19th. to July 24th., 2021 WEEK 3 of 4 Organized by: Tianyuan Mathematical Center in Northeast China and ...
Summer short course (China) 2/4: Control, Machine Learning and Numerics by E. Zuazua
Date: July 9th. to July 26th., 2021 WEEK 2 of 4 Organized by: Tianyuan Mathematical Center in Northeast China and ...
Summer short course (China) 1/4: Control, Machine Learning and Numerics by E. Zuazua
Date: July 9th. to July 26th., 2021 WEEK 1 of 4 Organized by: Tianyuan Mathematical Center in Northeast China and ...
OCA’21 Online CIMPA School: Control, Numerics and Machine Learning by E. Zuazua
Date: June 28th to July 3rd, 2021 Organized by: CIMPA, UIR, Mines-Rabat, Université Mohammed V de Rabat, Faculté de Droit ...
Workshop on Control Theory and Partial Differential Equations
Date: Mon. May 24, 2021 Organized by: Federal Fluminense University (Brazil) and supported by Rio de Janeiro State Research Support ...
FAU StudOn AG Neural Differential Equations, Control and Machine Learning
Date: Tue. May 11, 2021 Organized by: FAU Erlangen-Nürnberg Title: FAU StudOn AG Neural Differential Equations, Control and Machine Learning ...
Neural Differential Equations, Control and Machine Learning
Date: Mon. April 26, 2021 Organized by: DSAD - Data Science Across Disciplines, a research group within Institute for the ...
Modeling, Simulation and Optimization SS 2020/2021 (practical course)
Course: Modeling, Simulation and Optimization (practical course) Lecturers: Enrique Zuazua, Daniel Veldman Period: 2020/2021 summer semester Date: April - July ...
Course: Modeling and Analysis in Continuum Mechanics 2
Course: Modeling and Analysis in Continuum Mechanics 2 Lecturers: Enrique Zuazua, Nicola De Nitti Period: 2020/2021 summer semester Date: April ...
Modeling, Simulation and Optimization SS 2020/2021 (practical course)
Modeling, Simulation and Optimization (practical course) Professors: Enrique Zuazua, Daniël Veldman Period: Summer Semester 2020/2021 Date: April 12, 2021 to ...
Cafés Scientifique de la Culture: “Hire me, I’m a mathematician”
Date: Thu. March 25, 2021 Organized by: French-speaking Pole at UAM - Autonomous University of Madrid. Title: Hire me, I'm ...
Chaire Jean-Morlet 2021: Dynamics and Control of a guiding Model
Date: Mon. March 22, 2021 Organized by: Chair Jean-Morlet at CIRM - Centre International de Rencontres Mathématiques, Marseille Luminy, France ...
Unilateral bounds for nonlinear semigroups and time-inversion
Date: Mon. March 8, 2021 Organized by: Chair in Applied Analysis - Alexander von Humboldt Professorship at FAU Erlangen-Nürnberg Title: ...
Coloquio MTM UFSC: Inverse design for conservation laws and Hamilton-Jacobi equations
Date: Fri. March 5, 2021 Organized by: Department of Mathematics at Federal University of Santa Catarina (UFSC - Universidade Federal ...
Open World PDE Seminar: Inverse design for conservation laws and Hamilton–Jacobi equations
Date: Tue. February 2, 2021 Organized by: One World PDE Title: Open World PDE Seminar: Inverse design for conservation laws ...
Master PDE course – Partial Differential Equations, Control and Numerics
Master PDE course – Partial Differential Equations, Control and Numerics 01 Introduction Historical Introduction Introduction Control Design 02 Finite-dimensional linear ...
Course: Modeling and Analysis in Continuum Mechanics 1
Course: Modeling and Analysis in Continuum Mechanics 1 Lecturers: Enrique Zuazua, Nicola De Nitti Period: 2020/2021 winter semester Date: October ...
Course: Partial Differential Equation, Control, and Numerics
Course: Partial Differential Equation, Control, and Numerics Lecturer: Enrique Zuazua | Exercise classes: Nicola De Nitti Period: 2019/2020 summer semester ...
Dissemination Notes
- Control, Machine Learning and Numerics | Introduction. Summer course organized by Tianyuan Mathematical Center in Northeast China and Jilin University China (July 9th. – 26th, 2021)
- Control, Machine Learning and Numerics | Finite dimensional Control Systems. Summer course organized by Tianyuan Mathematical Center in Northeast China and Jilin University China (July 9th. – 26th, 2021)
- Control, Machine Learning and Numerics | Gradient-Descent Methods. Summer course organized by Tianyuan Mathematical Center in Northeast China and Jilin University China (July 9th. – 26th, 2021)
- Control, Machine Learning and Numerics | GD-Controllability. Summer course organized by Tianyuan Mathematical Center in Northeast China and Jilin University China (July 9th. – 26th, 2021)
- Control, Machine Learning and Numerics | Optimal Control approach. Summer course organized by Tianyuan Mathematical Center in Northeast China and Jilin University China (July 9th. – 26th, 2021)
- Control, Machine Learning and Numerics | Machine Learning, Controllability. Summer course organized by Tianyuan Mathematical Center in Northeast China and Jilin University China (July 9th. – 26th, 2021)
- Control, Machine Learning and Numerics | Non-linear Control. Summer course organized by Tianyuan Mathematical Center in Northeast China and Jilin University China (July 9th. – 26th, 2021)
- Control, Machine Learning and Numerics | Turnpike, Control and Machine Learning. Summer course organized by Tianyuan Mathematical Center in Northeast China and Jilin University China (July 9th. – 26th, 2021)
- Control, Machine Learning and Numerics | Waves Control. Summer course organized by Tianyuan Mathematical Center in Northeast China and Jilin University China (July 9th. – 26th, 2021)
- Control, Machine Learning and Numerics | Numerics of Control. Summer course organized by Tianyuan Mathematical Center in Northeast China and Jilin University China (July 9th. – 26th, 2021)
- Control, Machine Learning and Numerics | Collective Dynamics. Summer course organized by Tianyuan Mathematical Center in Northeast China and Jilin University China (July 9th. – 26th, 2021)
- Tips for a good SyG interview. Math AdG Panel Chair (2008-2010-2012) | SyG Panel (2028) | ERC AdG DyCon (2016-2021). SvG Interviews preparation. Madrid (July 2020)
- Hire me! I’m a Mathematician. XX Semana de la Ciencia (20th. Science Week) – UAM, Department of Mathematics 06.11.2020. Madrid (2020)
- Reaction-diffusion in Social and Biological Sciences: Dynamics and ResNet Control. 03.11.2020. Imperial College London (2020)
- Optimal Control and Design of Structures and Fluids – PPGMat/UFPB, Postgraduate Program in Mathematic. 01.10.2020. Brazil (2020)
- Turnpike Control and Deep Learning – IITK, Webinars on PDE and related areas. 08.09.2020. India (2020)
- Turnpike Control and Deep Learning – Fields Institute 2nd Simposium on Machine Learning and Dynamical Systems. 01.09.2020. Toronto, Canada (2020)
- Turnpike Control and Deep Learning. CMAI Colloquium Fall 2020 – 1st session by Enrique Zuazua. 28.08.2020. George Mason University, VA (2020)
- Control and Design for Fluids and Structures (2020)
- Dynamic control and inversion (2020)
- Kontrata nazazu: Matematikaria naiz | Contrátame: Soy matemático | Hire me: I’m Matematician (2018)
- Contratadme, soy matemático | Hire me, I’m Mathematician (2018)
- Las Matemáticas del Diseño Aeronáutico: Avances y Retos. CIC Network, 2, pp. 22-28 (2017)
- Matemáticas, Pasión y Profesión (2017)
- DyCon: Dynamic Control (2017)
- Filosofía: ¿Historia o historia inversa? (2016)
- Irakasten eta Ikasten (2016)
- Tips for a good proposal: A success B1part (Project Synopsys) (2015) ICIAM 2015, Beijing
- MIXTEMATIKA (2015)
- MIXTEMATICA, Mixtura Matemática (2015)
- Matematika: eguneroko tresna eta etorkizunerako bidea (2015)
- Les Mathématiques: d´efis intellectuels et utilisations quotidiennes (2014)
- Control and numerical simulation of conservation laws in large time horizons (2013)
- First IFAC Workshop on Control Systems Modeled by PDE (2013)
- Control and Numerical simulation in large time horizons (2013)
- Matemáticas: reto intelectual y usos cotidianos. Conference invited by the Academy of Medical Sciences of Bilbao (2013)
- Conference “Fluidoen eta egituren Diseinua” (english version) at “Jakin Mina” Cycle – Jakiunde (2013)
- “Jakiunde Ikastola” at “Topaketak” Cycle – Jakiunde, Bergara (2012)
- La visión de los investigadores (2012)
- Dynamic versus steady state control (2012)
- Practical aspects of the Evaluation Process in the Advanced Grant Programme (2012)
- Optimal placement of sensors, actuators and dampers for waves (2012)
- Control and Design for Fluids and Structures (2012)
- Control and numerics: Continuous versus discrete approaches (2012)
- Mathematics, the language of Science (2012)
- Topaketak Bergara (2012)
- BCAM: Ekimena eta Berrikuntza Ikerketa Matematikoan / Emprendizaje e Innovación en la Investigación Matemática (2011)
- Optimal design and numerics. Workshop on multi-scale and high-contrast PDE: from modelling, to mathematical analysis, to inversion. Oxford (2011)
- Control and numerics. Conference for the 60th birthday of Jacques Blum: Problémes Inverses: des Plasmas é l’Océanographie. Nice (2011)
- Some open problems in PDE control (2009)
- Matemáticas, Industria y Ética (2009)
- Ikerbasque Workshop – BCAM: views on research in Applied Mathematics in the Basque Country (2009)
- Hardy inequalities, heat kernels and wave propagation. Third Brazilian School of Differential Equations (IIIEBED) Sao Paulo, Brazil (2009)
- Waves, numerics, control, dispersion and dissipation (2009)
- IMA, University of Minnesota, Minneapolis, USA (2009)
- Neure ibilbidea eta lana | My trajectory and work (2009)
- Matemáticas: ¿Ciencia básica o camino al futuro? (2008)
- Seguimiento MTM2005 – Madrid 2008: MTM2005 – 00714 (2008)
- Encuentro con los Premios Nacionales de Investigación 2007 (2008)
- Wave propagation in Networks. Isaac Newton Institute, Cambridge, UK (2007)
- Las Matemáticas en el Plan Nacional (2007)
- Homogenization and numerical approximation of elliptic problems (2006)
- Control, optimal design and numerics (2006)
- Dissipative wave equations: theory, numerics and optimal design – Numerical Analysis Seminar. (2006)
- Dispersive numerical schemes for linear and non linear Schrödinger equations (2006)
- Control, stabilization and numerics for partial differential equations (I) (2006)
- Control, stabilization and numerics for partial differential equations (II): The heat equation (2006)
- Control, stabilization and numerics for partial differential equations (III): The wave equation (2006)
- Control, stabilization and numerics for partial differential equations (IV): Open problems and future directions of research (2006)
- Control and Optimization. ICM2006. Presentation by Enrique Zuazua (2006) , ICM2006 postcards
- Matematika: Oinarrizko zientzia eta etorkizunerako bidea | Matemáticas: Ciencia básica y camino hacia el futuro (2005)
- Waves: propagation, dispersion and numerical simulation – ENUMATH (2005)
- Disspersive equations and numerical approximation – FoCM (2005)
- The system of thermoelasticity (2004)
- Hybrid systems of PDE’s arising in fluid-structure interaction and multi-structures (2004)
- Lack of collision for a simplied 1-d model for fluid-solid interaction (2004)
Lecture Notes
- Functional Analysis and Qualitative Theory of PDEs
- Controlabilidad exacta y Estabilización de la Ecuación de Ondas
- Asymptotic behavior of scalar convection-diffusion equations
- On the numerical approximation of exact controls for waves
- Symmetric discontinuous Galerkin approximations of 1−d waves
- Wave propagation and control in 1−d flexible multi-structures
- Time Asymptotics For Heat and Dissipative Wave Equations
History of Mathematics
- Historical Introduction
- Introducción histórica a la Teoría Matemática del Control
- Una introducción histórica al Análisis Numérico, el Control y su docencia
- Introducción al Análisis Numérico de Ecuaciones en Derivadas Parciales de Evolución
- Ecuaciones en Derivadas Parciales
- Flow control in the presence of shocks: theory, numerics and applications
- Métodos Numéricos
Complementary Material
- Minicours- Prof. Arieh Iserles (1/3): “Highly Oscillatory Integration and its Applications”
- Minicours- Prof. Arieh Iserles (2/3): – Lie-group methods in geometric numerical integration
- Minicours- Prof. Arieh Iserles (3/3): – On a Lie-Poisson system and its Lie algebra
- Practice_main
- Practice 1
- Practice 2
- Métodos Numéricos de resolución de Ecuaciones en Derivadas Parciales
- Controllability of Partial Differential Equations
- Cálculo Numérico II
- Exercises (Spanish)
- Métodos Numéricos: Propagación de Ondas