Spokespersons

Nihat Ay

Head of the Institute for Data Science Foundations, TU Hamburg

Personal Homepage

Research topics
  • Complexity and information theory
  • Mathematical theory of learning in neural networks and cognitive systems
  • Graphical models (Bayesian networks) and their application to causality theory
  • Information geometry and its applications to complexity and network robustness
  • Geometric structure in quantum theory (non-commutative state spaces)

Annika Eichler

Professor at the Institute of Control Systems, TU Hamburg and Senior Researcher, DESY

Personal Homepage

Research topics
  • Distributed control
  • Data-driven control and fault diagnosis
  • Control of particle feeders
  • Machine learning for control and optimization

Stefan Schulte

Head of the Institute for Data Engineering, TU Hamburg

Personal Homepage

Research topics
  • Edge AI, especially Federated Learning
  • Processing large amounts of data at the edge of the network
  • Blockchain technologies for the Internet of Things

Coordination Team

Christian Feiler

Postdoctoral Researcher at Hereon Institute of Surface Science, Hereon

Institute Homepage

Research topics
  • Atomistic Simulation & Modeling
  • Development of quantitative structure-property relationship models

Sebastian Götschel

Chief Engineer at the Institute of Mathematics, TU Hamburg

Personal Homepage

Research topics
  • Parallel-in-Time simulation and optimization
  • PDE-constrained optimization
  • Scientific Machine Learning
  • Simulation and parameter identification, applied inverse problems
  • Fast and efficient PDE solvers, high performance computing
  • Data compression

Marcus Venzke

Senior engineer at the Institute of Telematics, TU Hamburg

Personal Homepage

Research topics
  • Machine learning and artificial neural networks on small microcontrollers
  • Smart grids and demand response
  • Distributed systems

Gregor Vonbun-Feldbauer

Senior Scientist at the Institute of Soft Matter Modeling, TU Hamburg

Personal Homepage

Research topics
  • Computational Materials Science
  • Atomistic & Multiscale Simulation & Modeling
  • Machine learning and data-driven approaches for material modeling & design
  • Surface & interface physics
  • Hybrid & multicomponent systems

Jens-Peter M. Zemke

Chief Engineer at the Institute of Mathematics, TU Hamburg

Personal Homepage

Research topics
  • Numerical linear algebra
  • Krylov subspace methods
  • Eigenvalue problems
  • Neural networks

Members

Roland Aydin

Head of Machine Learning and Data Department, Hereon

Personal Homepage

Gerhard Bauch

Head of the Institute of Communications, TU Hamburg

Pesonal Homepage

Maren Baumhauer

Head of the Institute for Vocational Education and Digitalisation, TU Hamburg

Personal Homepage

Research topics
  • Job profiles and professional identity in the digital transformation
  • Digitality, digitalization and qualification
  • Working and learning in the digital transformation
  • Changes in skills requirements due to future technologies

Christian Becker

Head of the Institute of Electrical Power and Energy Technology, TU Hamburg

Personal Homepage

Research topics
  • Flexible electrical energy transmission and distribution
  • Intelligent electrical energy systems: "Smart grids"
  • Dynamics, stability and control of electrical energy systems
  • On-board electrical systems and grids
  • Sector-coupled energy systems
  • Modeling electrical energy systems with power electronic components

Ali Can Bekar

Scientist at the Institute of Coastal Systems - Analysis and Modeling, Hereon

Personal Homepage

Research topics
  • Physics Informed Machine Learning and Model Discovery
  • Applied Mathematics

Bernhard J. Berger

Scientific Staff at the Institute of Embedded Systems, TU Hamburg

Personal Homepage

Research topics
  • Optimisation
  • Static Code Analysis
  • Software Security
  • Machine Learning
  • Research Data Management

Chris Biemann

Scientific Director at the House of Computing and Data Science, Universität Hamburg

Personal Homepage

Research topics
  • Applied machine learning
  • Data Science
  • Computational Social Science
  • Digital Humanities

Frederic Bock

PhD Student at the Institute of Materials and Processing Design, Hereon

Institute Homepage

Research topics
  • Material and process modeling using data-driven and physics-based models and experimental data
  • Machine learning to identify and use material-mechanical relationships along the process-structure-property-performance chain
  • Explainable artificial intelligence

Jonas Bozenhard

Postdoctoral Researcher at the Institute for Ethics in Technology, TU Hamburg

Institute Homepage

Research topics
  • AI ethics
  • The philosophy of technology
  • Value sensitive design
  • Aesthetics
  • AI-powered innovation

Moritz Braun

Institute of Maritime Energy Systems, German Aerospace Center (DLR)

Institute Homepage

Research topics
  • Data-Based Prediction Models
  • Anomaly Detection
  • Destructive and Non-Destructive Testing

Christian Bruss

PhD Student at the Institute of Business Logistics and General Management, TU Hamburg

Personal Homepage

Research topics
  • Counterfactual evaluation
  • Casting processes
  • Machine learning for foundries

Simon Campese

Postdoctoral Researcher at the Institute of Mathematics, TU Hamburg

Personal Homepage

Research topics
  • Stochastic analysis
  • Malliavin calculus
  • Stein's method
  • Limit theorems
  • Stochastic approximation
  • High-dimensional probability theory

Christian Cyron

Head of the Institute for Continuum and Material Mechanics, TU Hamburg

Personal Homepage

Research topics
  • Computational engineering
  • Machine learning in mechanical engineering
  • Materials research and medicine

Jan Dege

Professor at Institute of Production Management and Technology, TU Hamburg

Personal Homepage

Research topics
  • Machine learning within production technology
  • Digitalization in aircraft production
  • Tool and process development for fiber-reinforced plastics and difficult-to-machine metallic materials
  • Process monitoring
  • Measurement technology

Jan Benad

PhD Student at the Institute for Data Science Foundations, TU Hamburg

Institute Homepage

Research topics
  • Machine Learning
  • Deep Learning
  • Deep Reinforcement Learning
  • Artificial Intelligence

Leo Dostal

Postdoctoral Researcher at the Institute of Mechanics and Ocean Engineering, TU Hamburg

Personal Homepage

Research topics
  • Inference and prediction
  • Machine learning methods for mechanical systems
  • Random nonlinear dynamical systems and their control

Daniel-Andre Dücker

Senior Scientist at Munich Institute of Robotics and Machine Intelligence (MIRMI), TU Munich

Personal Homepage

Research topics
  • Machine Learning for Autonomous Robots
  • Data-driven Path Planning and Control
  • Probabilistic Localization in Complex Scenarios

Christiane Ehrt

Postdoctoral Researcher at the Center for Bioinformatics, Universität Hamburg

Personal Homepage

Research topics
  • Data Science
  • Bioinformatics
  • Structure-Based Design
  • Molecular Dynamics Simulations

Manfred Eppe

Chief Engineer at the Institute for Data Science Foundations, TU Hamburg

Personal Homepage

Research topics
  • Cognitive Systems
  • Artificial Intelligence
  • Machine Learning
  • Robotics

Hamideh Esmaeili

Scientific Staff at Institut für Theoretische Elektrotechnik, TU Hamburg

Personal Homepage

Research topics
  • High-frequency circuit design
  • Electromagnetic compatibility (EMC)
  • Bio-electromagnetics
  • Machine learning for EMC and bioengineering

Timm Faulwassr

Head of the Institute of Control Systems, TU Hamburg

Perosnal Homepage

Research topics
  • Control systems
  • Data-driven control and active learning for nonlinear and stochastic processes
  • Systems theory for deep learning
  • Optimal control and learning
  • Cyber-physical systems
  • Multi-robot systems
  • Multi-energy systems

Görschwin Fey

Professor at the Institute of Embedded Systems, TU Hamburg

Personal Homepage

Research topics
  • Design of digital circuits
  • Automatic error detection, e.g. by means of machine learning and the use of learning algorithms

Kathrin Fischer

Head of the Institute for Operations Research and Information Systems, TU Hamburg

Personal Homepage

Research topics
  • Quantitative modeling of business management issues
  • Optimization problems in logistics
  • Decision theory
  • University didactics
  • Synergies of machine learning and operations research

Sibylle Fröschle

Head of the Institute for Secure Cyber-Physical Systems, TU Hamburg

Personal Homepage

Research topics
  • Trustworthy Cryptographic Architectures
  • Security Systems Engineering for Safety
  • Systems-of-Systems Engineering for Resilience

Lidya Gebrezgiabher

Researcher at Institute of Maritime Energy Systems, German Aerospace
Center (DLR)

Institute Homepage

Research topics
  • Machine Learning/AI for Energy Management
  • Weather forecasting with Machine Learning
  • Reinforcement Learning for energy optimization

Fabian Giertzsch

Research Associate at the Institute of Aircraft Cabin Systems, TU Hamburg

Personal Homepage

Research topics
  • Methods for Data Analytics System Design
  • IoT Messaging Protocols
  • Computing and Machine Learning Frameworks for Data Analytics Systems
  • Condition-Based Maintenance and Operations of Aircraft Cabin

Ralf God

Head of Institute of Aircraft Cabin Systems, TU Hamburg

Personal Homepage

Volker Gollnick

Head of the Institut für Lufttransport-systeme, TU Hamburg

Personal Homepage

Research topics
  • Integrated aircraft design
  • Air transport operations and processes
  • Avionics systems

Martin Gomse

Chief Engineer at the Institute of Aircraft Production Technology, TU Hamburg

Personal Homepage

Research topics
  • Production automation
  • (Mobile) robotics
  • Industry 4.0 processes + systems
  • Object identification
  • Synthetic AI training data
  • Nonlinear control of mechanical systems
  • Vibrations and waves

Jürgen Grabe

Head of Institute of Geotechnical Engineering and Construction Management, TU Hamburg

Personal Homepage

Research topics
  • Optimization of the construction site
  • Data-driven control and optimization of the pile installation process

Mijail Guillemard

Researcher at the Department of Mathematics, Universität Hamburg

Personal Homepage

Martin Halle

Chief Engineer at the Institut für Flugzeug-Systemtechnik, TU Hamburg

Institute Homepage

Research topics
  • Aircraft systems engineering
  • Safety critical computing platforms (avionics)
  • Model-based design and architecting methods
  • Simulation of complex avionics platforms

Benedikt Hamann

Research Assistant at the Institute for Structural Mechanics in Lightweight Design, TU Hamburg

Personal Homepage

Research topics
  • Structural optimization using machine learning

Timo Heinrich

Head of the Institute for Digital Economics, TU Hamburg

Personal Homepage

Research topics
  • Impact of digitalization on markets and organizations
  • Behavior on digital markets and dealing with extreme risks
  • Microeconomics
  • Industrial economics and economic policy
  • Experimental economics and behavioral economics

Stefan Heinrich

Heaf of the Institute of Solids Process Engineering and Particle Technology, TU Hamburg

Personal Homepage

Research topics
  • Fluidization technology
  • Particle formulation with granulation, coating, agglomeration
  • Particle-based simulation methods
  • Measurement techniques for multiphase flows
  • Contact, deformation and breakage mechanics of particles
  • Multiscale simulation of complex solid systems
  • Steady-state and dynamic flowsheet simulation of solids processes

Karl Henning

Student, TU Hamburg

Daniel Höche

Head of the Department of Interface Modelling, Hereon

Personal Homepage

Research topics
  • Interface modelling
  • Corrosion and damage research
  • Material simulations (data and physics based), electrochemical systems and batteries

Norbert Hoffmann

Head of the Institute Dynamics Group, TU Hamburg

Personal Homepage

Research topics
  • Complex dynamics of mechanical systems
  • Vibrations and waves
  • Machine dynamics and AI methods
  • Machine learning for vibration and wave phenomena

Abdul Qadir Ibrahim

PhD Student at the Institute of Mathematics, TU Hamburg

Personal Homepage

Research topics
  • Machine and Deep Learning for PDEs
  • Artificial Intelligence
  • Parallel-in-time, Numerical Methods
  • Computational Finance
  • Computational Fluid Dynamics
  • Molecular and Systems Biology

Mohammad Itani

Research Assistant at the Institute of Control Systems, TU Hamburg

Institute Homepage

Research topics
  • Data-driven and learning-based control of nonlinear system, port-Hamiltonian systems

Alexander Itin

Scientific Staff at the Institute of Optical and Electronic Materials, TU Hamburg

Institute Homepage

Research topics
  • Machine Learning for Physical Simulations and Engineering
  • Time-Series Analysis, e.g Virtual ML-Assisted Sensors in Industry
  • Nonlinear Dynamics and Optimisation
  • Optics, Classical and Quantum Mechanics

Jan Kaiser

PhD Student, DESY

Personal Homepage

Research topics
  • Machine Learning for Particle Accelerators
  • Reinforcement Learning
  • Black-Box Optimization
  • Surrogate Modelling

Maximilian Kiener

Head of the Institute for Ethics in Technology, TU Hamburg

Institute Homepage

Research topics
  • Moral and legal philosophy, with a particular focus on consent, responsibility, and artificial intelligence

Martin Kliesch

Head of the Institute for Quantum Inspired and Quantum Optimization, TU Hamburg

Institute Homepage

Research topics
  • Characterization and verification of quantum systems
  • Hybrid classical/quantum computing, NISQ applications
  • Quantum gate synthesis and compiling
  • Classical simulation of open complex quantum systems
  • Combinatorial optimization
  • Aspects of computational complexity

David Kopyto

Scientific Staff at the Institute of Communications, TU Hamburg

Personal Homepage

Research topics
  • Machine learning for communications engineering
  • End-to-end learning and its potential for 5G/6G
  • Autoencoders for modeling transmission chains
  • Constellation shaping
  • Compressed sensing

Robert Kräuter

PhD Student at the Institute of Solids Process Engineering and Particle Technology, TU Hamburg

Personal Homepage

Research topics
  • Fluidization technology
  • Digital twins
  • AI/ ML for time series forecasting
  • AI/ ML for control

Benedikt Kriegesmann

Head of the Institute for Structural Mechanics in Lightweight Design, TU Hamburg

Personal Homepage

Research topics
  • Probabilistic analyses with trained surrogate models
  • Structural optimization using machine learning

Koojana Kuladinithi

Senior Researcher at the Institute of Communication Networks, TU Hamburg

Personal Homepage

Research topics
  • Enhancing Reliability in Wireless Communications
  • Industrial Wireless Sensor Networks

Ulf Kulau

Professor at the Smart Sensors Group, TU Hamburg

Personal Homepage

Research topics
  • Sensors
  • Sensor networks
  • IoT
  • ULP processing on MCUs + FPGAs
  • Integrated signal processing
  • Embedded AI
  • Reliability, fault tolerance and integrated fault diagnostics on resource-constrained systems

Alexander Kölpin

Head of the Institute of High-Frequency Technology, TU Hamburg

Personal Homepage

Research topics
  • Radar technology and high-frequency sensors
  • Wireless communication systems
  • High-frequency measurement technology
  • Assembly and connection technology for high-frequency systems
  • Hardware-related algorithms and high-frequency system linearization

Andreas Liese

Head of the Institute of Technical Biocatalysis, TU Hamburg

Personal Homepage

Research Topics
  • Characterization and Optimization of Biocatalytic Processes
  • Reaction Engineering Development of Bio- and Chemocatalytic Reaction Sequences
  • Non-conventional Biotransformations (solvent-free, high pressure, new process windows)
  • Smart Bioreactors
  • Online Analysis and Process Control of Chemo- and Biocatalytic Processes Using Fourier Transform Infrared (FTIR) and Fluorescence Spectroscopy

Timo Lipka

Scientific Staff at the Institute of Microsystems Technology, TU Hamburg

Institute Homepage

Research topics
  • Nanotechnologies and manufacturing
  • Silicon photonics
  • Optical metrology
  • Lab-on-chips
  • Machine learning for photonic component designs
  • Neural networks for sensor signal analysis
  • Photonic networks as hardware accelerators for AI

Fabian Lurz

Institute of High-Frequency Technology, TU Hamburg and Lehrstuhl für Integrierte Elektronische Systeme, Otto-von-Guericke-Universität Magdeburg

Personal Homepage

Research topics
  • System and circuit design of radar and radio frequency sensors
  • Wireless sensor networks
  • Ultra-low-power electronics
  • Machine learning for sensor signal processing

Gianluca Martino

Scientific Staff at the Institute of Embedded Systems, TU Hamburg

Personal Homepage

Research topics
  • Anomaly Detection
  • Design Exploration
  • Self-Healing Systems
  • Formal Verification
  • Computational Physics

Robert Meißner

Institute of Molecular Dynamics Simulations of Soft Matter, TU Hamburg

Institute Homepage

Research topics
  • Investigation of protein structures
  • Optimization of super- and pseudocapacitors
  • Degradation/corrosion of magnesium in energy storage devices and implants
  • Application of machine learning algorithms in atomistic simulation

Matthias Mnich

Head of the Institute for Algorithms and Complexity, TU Hamburg

Personal Homapage

Research topics
  • Operations Research
  • Discrete Optimization
  • Machine Learning for Optimization
  • Network Science

Oleksii Molodchyk

Research Assistant at the Institute of Control Systems, TU Hamburg

Institute Homepage

Research topics
  • Kernel-based learning for control with uncertainties
  • Application focus on electric energy systems

Pierre-Alexandre Murena

Professor at the Research Group on Human-Centric Machine Learning, TU Hamburg

Group Homepage

Research topics
  • AI assistance to AI
  • AI for Intelligent Tutoring Systems
  • Analogical and case-based reasoning

Ruchuan Ou

Research Assistant at the Institute of Control Systems, TU Hamburg

Institute Homepage

Research topics
  • Dissipativity and turnpike properties in data-driven and learning control

Guanru Pan

Research Assistant at the Institute of Control Systems, TU Hamburg

Institute Homepage

Research topics
  • Data-driven control and learning for stochastic systems

Christian M. Ringle

Head of the Institute of Management and Decision Sciences, TU Hamburg

Personal Homepage

Research topics
  • Business analytics
  • Clustering, decision trees, dimension reduction, machine learning,
  • Methods development, multivariate analysis, prediction, segmentation, simulation, structural equation modeling

Hendrik Rose

Chief Engineer at the Institut für Technische Logistik, TU Hamburg

Personal Homepage

Frank Röder

PhD Student at the Institute for Data Science Foundations, TU Hamburg

Personal Homepage

Research topics
  • Cognitive Robotics
  • Reinforcement Learning
  • Deep Learning
  • Natural Language Processing
  • Artificial Intelligence

Thomas Rung

Professor at the Institute for Fluid Dynamics and Ship Theory, TU Hamburg

Personal Homepage

Research topics
  • Fluid Dynamics
  • Simulation of complex engineering flows
  • Turbulence and its modelling
  • Eulerian and Lagrangian two-phase flow modelling

Lisa Sahlmann

PhD Student at the Department of Interface Modelling, Hereon

Personal Homepage

Research topics
  • Material modelling using data-based approaches
  • Development of quantitative structure-property relationship models for corrosion

Uve Samuels

CEO of Exponential Innovation Institute GmbH

Institute Homepage

Research topics
  • Exponential Growth
  • Ambidextrous Organization
  • Digital Transformation
  • Product Development & Company Building
  • Machine Learning
  • Fedderated Learning
  • Predictive Maintenance

Johannes Schäfers

Research Assistant at the Institute for Vocational Education and Digitalisation, TU Hamburg

Personal Homepage

Sebastian Schibsdat

Scientific Staff at the Institute of Production Management and Technology, TU Hamburg

Personal Homepage

Research topics
  • Machine learning to predict tool wear
  • Convolutional neural networks
  • Automation in the field of measurement data acquisition

Alexander Schlaefer

Head of the Institute of Medical Technology and Intelligent Systems, TU Hamburg

Personal Homepage

Research topics
  • Robotics, navigation and AI in medicine
  • Machine learning in medicine
  • 4D imaging and spatio-temporal learning methods
  • Motion compensation and time series prediction
  • Treatment planning systems
  • Multi-criteria optimization

Holger Schlarb

Deputy Head of Center for Data and Computing in Natural Sciences, Universität Hamburg and DESY

CDL4 Homepage

Michael Schlüter

Head of the Institute of Multiphase Flows, TU Hamburg

Personal Homepage

Research Topics
  • Multiphase Flows in Bioreactors
  • Reactive Bibbly Flows
  • Multiphase Computational Fluid Dynamics

Daniel Schöpflin

Scientific Staff at the Institute for Aircraft Production Technology, TU Hamburg

Personal Homepage

Research topics
  • Production automation
  • IoT systems
  • Industry 4.0 processes
  • Object identification
  • Synthetic AI training data

Matthias Schulte

Head of the Chair Stochastics, Institute of Mathematics, TU Hamburg

Personal Homepage

Research topics
  • Stochastic geometry
  • Limit theorems and Stein's method
  • Random graphs and complex networks
  • Extreme value theory
  • Spatial statistics

Leonard Paul Schulz

Scientific Staff at the Institute of Communications, TU Hamburg

Personal Homepage

Christian Schuster

Head of the Institut für Theoretische Elektrotechnik, TU Hamburg

Institute Homepage

Research topics
  • Numerical methods of electromagnetic field calculation
  • Electromagnetic compatibility (EMC)
  • Signal Integrity (SI) and Power Integrity (PI)
  • GHz measurement methods for components and interconnects
  • Machine learning for EMC engineering

Henning Schwarz

Research Assistant at the Institute for Fluid Dynamics and Ship Theory, TU Hamburg

Personal Homepage

Research topics
  • Data-driven Modeling
  • Machine Learning & Deep Learning for Time Series Prediction
  • Ditching of Aircrafts

Robert Seifried

Head of the Institute of Mechanics and Ocean Engineering, TU Hamburg

Personal Homepage

Research topics
  • Rigid and flexible multibody systems
  • Nonlinear control of mechanical systems
  • Topology and parameter optimization
  • Contact mechanics and discrete element method
  • Experimental methods in dynamics
  • Machine learning for multibody systems

Kai Sellschopp

Scientist at Institute of Hydrogen Technology, Hereon

Personal Homepage

Research topics
  • Atomic-scale modelling and simulation of Metal Hydride materials
  • Automation of computational workflows
  • Nuclear Quantum Effects of Hydrogen in Metals
  • Modelling of surfaces and interfaces

Martin Semmann

Managing Director House of Computing and Data Science, Universität Hamburg

Personal Homepage

Research topics
  • Digital Transformation
  • Service Systems Engineering
  • Technochange

Mirko Skiborowski

Head of the Institute of Process Systems Engineering, TU Hamburg

Personal Homepage

Research topics
  • Process intensification - experimental analysis and model-based evaluation
  • Mathematical modelling, simulation and optimization of (bio-)chemical production processes

Kay Smarsly

Head of the Institute of Digital and Autonomous Construction, TU Hamburg

Institute Homepage

Research topics
  • Cognitive buildings
  • Machine learning in construction
  • Intelligent sensors/sensor networks
  • Explainable artificial intelligence
  • Multi-agent systems
  • Building and environmental monitoring
  • Robotics in construction
  • Cyber-physical systems/Industry 4.0
  • Conceptual modeling and information modeling
  • Additive manufacturing
  • Building information modeling (BIM)

Irina Smirnova

Vice President for Research & Head of the Institute of Thermal Separation Processes, TU Hamburg

Personal Homepage

Research Topics
  • Nanoporous Materials
  • Biorefinery
  • Molecular Methods for Separation Processes

Simon Stock

PhD Student at the Institute of Electrical Power and Energy Technology, TU Hamburg

Personal Homepage

Research topics
  • Machine learning in electrical energy systems
  • Graph neural networks
  • Bayesian methods for machine learning
  • Physics-aware machine learning

Daniel Stolpmann

PhD Student at the Institute of Communication Networks, TU Hamburg

Personal Homepage

Research topics
  • Machine Learning for Communication Networks
  • Low Latency & High Throughput Communication
  • Mobile Edge Computing
  • Satellite Communication
  • Network Coding

Christina Strobel

Postdoctoral Researcher at the Institute for Digital Economics, TU Hamburg

Personal Homepage

Research topics
  • AI as a socio-technical system
  • Connections and interdependencies between people
  • Organizations and AI
  • Explainability of AI
  • Building an infrastructure of trust for AI

Aditya Tandon

PhD Student at Institute of Digital and Autonomous Construction, TU Hamburg

Institute Homepage

Research topics
  • Building information modeling
  • Object-oriented modeling
  • Engineering informatics
  • Database systems
  • Construction robotics
  • Artificial intelligence

Payam Teimourzadeh Baboli

Senior Scientist at the Institute of Electrical Power and Energy Technology, TU Hamburg

Personal Homepage

Andreas Timm-Giel

Head of the Institute of Communication Networks, TU Hamburg and President of TU Hamburg

Personal Homepage

Research topics
  • Sensor Networks and IoT
  • Mobile and Vehicluar Communication Networks
  • Future Internet and Network Architectures
  • Performance Evaluation of Communication Networks
  • Machine Learning for Communication Networks

Volker Turau

Head of the Institute of Telematics, TU Hamburg

Personal Homepage

Research topics
  • Distributed systems
  • Communication protocols for the Internet of Things
  • Machine learning for communication networks
  • Randomized algorithms

Pelin Usta

Assistant at the Institut für Theoretische Elektrotechnik, TU Hamburg

Personal Homepage

Mathies Wedler

Research Assistant at the Dynamics Group, TU Hamburg

Personal Homepage

Research topics
  • Machine learning for prediction of ocean waves
  • Efficient data handling with data pipelines

Jiahua Wei

Research Assistant at Institute for Technical Logistics, TU Hamburg

Personal Homepage

Tim Würger

Scientist at the Department of Interface Modelling, Hereon

Personal Homepage

Research topics
  • Computational materials science
  • Atomistic simulation & modeling
  • Machine learning and data-driven approaches to materials modeling & design

Cheng Yang

Senior Engineer of the Institut für Theoretische Elektrotechnik, TU Hamburg

Personal Homepage

Research topics
  • Computational Electromagnetics
  • Electromagnetic compatibility (EMC)
  • Signal Integrity (SI) and Power Integrity (PI)
  • Microwave measurement technology
  • Machine learning for EMC engineering

Mikhail Zheludkevich

Director of the Institute of Surface Science, Hereon

Personal Homepage

Research topics
  • Electrochemistry
  • Multifunctional surfaces & active protection of light metals
  • Multi-material systems