Under Construction

Machine Learning and Artificial Intelligence

Prof. Benjamin Risse -- Computer Vision and Machine Learning Systems Group
      ^{Deep Learning, Machine Learning, Computer Vision, Biomedical Image Analysis, Sustainable Technologies}

Prof. Dr. Tim Hahn -- Medical Machine Learning Lab
     ^{Deep Learning, Machine Learning, Computer Vision, Biomedical Image Analysis, Sustainable Technologies}

Prof. Dr. Malte Schilling -- Autonomous Intelligent Systems Group
       ^{Machine Learning, Deep Reinforcement Learning, Robotics, Neural Networks, Large Language Models, Time Series Prediction}

Prof. Dr. Xiaoyi Jiang -- Pattern Recognition and Image Analysis
     ^{Machine Learning, XAI, Biomedical Image Analysis} 

Prof. Dr. Andras Heuer -- Theory of Complex Systems
       ^{Transport in Complex Systems, ML in Data Analysis, Membrane  Biophysics, Multiscale Simulations, Energy Landscapes}

Prof. Dr. Oliver Koch -- AI and Data-Driven Drug Development
       ^{Computational Molecular Design, md Simulations, Cheminformatics, Structure-based Design, Fragment-based Design, Artifical Intelligence}

Prof. Dr. Christian Engwer -- Workgroup fo Applications of PDEs      
      Scientific Computing, Scientific Software Development, Scientific Machine Learning, Numerical Methods for Complex Geometrics, High-Performance Computing, Data-Integrated Simulation Methods

Prof. Dr. Mario Ohlberger -- AG Numerische Analysis und Wissenschaftliches Rechnen
       ^{Numerik Partieller Differentialgleichungen, Modellreduktion für parametrisierte partielle Differentialgleichungen, Entwicklung und Analyse von numerischen Mehrskalenmethoden, Softwareentwicklung}

Prof. Dr. Heiko Wagner -- The Wagner Lab
       ^{Bewegungswissenschaft, experimentelle und analytische Methoden der Biomechanik, nichtlineare Dynamik}

Dr. Martin Korth
       ^{IT infrastructure, Research Data Management, Research Software Engineering, Data Science/Machine Learning}

Prof. Dr. Uwe Thiele -- Selforganisation and Complexity

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Complex Dynamical Systems

                         Prof. Dr. Uwe Thiele -- Selforganisation and Complexity
                              ^{Selforganisation, pattern formation, soft matter}

apl. Prof. Dr. Svetlana Gurevich -- Modelling and Control of Complex Systems
     ^{Modelling of Complex Systems, Time-delayed Systems, Nonlinear Laser Dynamics, Bifurcation Analysis}

Prof. Dr. Martin Huesmann -- 
       ^{interacting particle system, point processes, stochastic processes, large volume limit, stationary systems, optimal transport, gradient flows, curvature, matchings}

Prof. Dr. Oliver Koch -- AI and Data-Driven Drug Development
     ^{Computational Molecular Design, md Simulations, Cheminformatics, Structure-based design, Fragment-based Design, Artifical Intelligence, Medicinal Chemistry}    

Prof. Dr. Tim Hahn -- Medical Machine Learning Lab
       ^{Deep Learning, Machine Learning, Computer Vision, Biomedical Image Analysis, Sustainable Technologies}

Prof. Dr. Tilmann Kuhn -- Ladungsträgerdynamik in nanostrukturierten Systemen
       ^{Charge Carrier Dynamics in Semiconductors, Theory of Solid State Quantum Emitters, Modeling of Ultrafast Nonlinear-optical Phenomena in Semiconductors, Theory of Quantum Optomechanical Control of Nanosystems}

Prof. Dr. Christian Seis -- Fluid Dynamics 
       ^{Fluid Dynamics, Mixing, Vortex Dynamics, Singular Limits, Nonlinear Diffusion}

Prof. Dr. Heiko Wagner -- The Wagner Lab
     ^{Bewegungswissenschaft, experimentelle und analytische Methoden der Biomechanik, nichtlineare Dynamik}

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Scientific Computing

Prof. Dr. Christian Engwer -- Workgroup for Applications of PDEs
     ^{Scientific Computing, Scientific Software Development, Scientific Machine Learning, Numerical Methods for Complex Geometrics, High-Performance Computing, Data-Integrated Simulation Methods}

apl. Prof. Dr. Svetlana Gurevich -- Modellierung und Kontrolle komplexer Systeme
       ^{Modelling of Complex Systems, Time-delayed Systems, Nonlinear Laser Dynamics, Bifurcation Analysis}

Prof. Dr. Andras Heuer -- Theory of Complex Systems
     ^{Transport in Complex Systems, ML in Data Analysis, Membrane  Biophysics, Multiscale Simulations, Energy Landscapes}

Prof. Dr. Mario Ohlberger -- AG Numerische Analysis und Wissenschaftliches Rechnen
     ^{Numerik Partieller Differentialgleichungen, Modellreduktion für parametrisierte partielle Differentialgleichungen, Entwicklung und Analyse von      numerischen Mehrskalenmethoden, Softwareentwicklung}

Prof. Dr. Oliver Koch -- AI and Data-Driven Drug Development
       ^{Computational Molecular Design, md Simulations, Cheminformatics, Structure-based design, Fragment-based Design, Artifical Intelligence, Medicinal Chemistry}

Dr. Martin Korth --
       ^{IT infrastructure, Research Data Management, Research Software Engineering, Data Science/Machine Learning}

Prof. Dr. Uwe Thiele -- Selforganization and Complexity

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 Mathematical Modelling

Prof. Dr. Christian Engwer -- Workgroup for Application of PDEs
     ^{Scientific Computing, Scientific Software Development, Scientific Machine Learning, Numerical Methods for Complex Geometrics, High-Performance Computing, Data-Integrated Simulation Methods}

apl. Prof. Dr. Svetlana Gurevich -- Modellierung und Kontrolle komplexer Systeme
     ^{Modelling of Complex Systems, Time-delayed Systems, Nonlinear Laser Dynamics, Bifurcation Analysis}    

Prof. Dr. Mario Ohlberger -- AG Numerische Analysis und Wissenschaftliches Rechnen
     ^{Numerik Partieller Differentialgleichungen, Modellreduktion für parametrisierte partielle Differentialgleichungen, Entwicklung und Analyse von numerischen Mehrskalenmethoden, Softwareentwicklung}

Prof. Dr. Angela Stevens -- Angewandte Analysis
       ^{Rigorous Analysis of (non-linear) Partial Differential Equations, Mathematical Modelling in the Life-Sciences, Pattern Formation, Stochastic Interacting Many Particle Systems}

Prof. Dr. Uwe Thiele -- Selforganization and Complexity
 

Prof. Dr. Benedikt Wirth -- AG Mathematische Optimierung
      ^{Inverse Problems, Mathematical Materials Science, Pattern Formation, Shape Spaces, Numerical Analysis in Nonlinear Spaces}

Prof. Dr. Heiko Wagner -- The Wagner Lab
     ^{Bewegungswissenschaft, experimentelle und analytische Methoden der Biomechanik, nichtlineare Dynamik}

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Experimental Nonlinear Science 

Prof. Dr. Björn Braunschweig -- AK Braunschweig
       ^{Nonlinear Optical Spectroscopy, Dynamic Soft Matter Materials, Switchable Interfaces}

Dr. Jörg Imbrock
       ^{Nonlinear Photonics}

Prof. Dr. Heiko Wagner -- The Wagner Lab
     ^{Bewegungswissenschaft, experimentelle und analytische Methoden der Biomechanik, nichtlineare Dynamik}