Under Construction

 

 

Machine Learning and Artificial Intelligence

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

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

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

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

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, Medicinal Chemistry}

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 -- Workgroup for Numerical Analysis & Scientific Computing
      ^{Numerical Analysis for Partial Differential Equations, Model Reduction for Parametrized Partial Differential Equations, Machine Learning and Scientific Computing, Development and Analysis of Numerical Multiscale Methods, Software Development}

Prof. Dr. Heiko Wagner -- The Wagner Lab
     ^{Human Movement Science, Experimental and Analytical Methods of Biomechanics, Non-linear Dynamics}

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

Prof. Dr. Uwe Thiele -- Selforganisation and Complexity

---

 

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}

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

Prof. Dr. Tilmann Kuhn -- Carrier Dynamics in Nanostructured Systems
     ^{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. Chritsian Seis -- Fluid Dynamics 
     ^{Fluid Dynamics, Mixing, Vortex Dynamics, Singular Limits, Nonlinear Diffusion}

Prof. Dr. Heiko Wagner -- The Wagner Lab
     ^{Human Movement Science, Experimental and Analytical Methods of Biomechanics, Non-linear Dynamics}

---

 

Scientific Computing

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 -- Modelling and Control of Complex Systems
       ^{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 -- Workgroup for Numerical Analysis & Scientific Computing
     ^{Numerical Analysis for Partial Differential Equations, Model Reduction for Parametrized Partial Differential Equations, Machine Learning and Scientific Computing, Development and Analysis of Numerical Multiscale Methods, Software Development}

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 -- Selforganisation and Complexity

---

 

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 -- Modelling and Control of Complex Systems
     ^{Modelling of Complex Systems, Time-delayed Systems, Nonlinear Laser Dynamics, Bifurcation Analysis}   

Prof. Dr. Mario Ohlberger -- Workgroup for Numerical Analysis & Scientific Computing
     ^{Numerical Analysis for Partial Differential Equations, Model Reduction for Parametrized Partial Differential Equations, Machine Learning and Scientific Computing, Development and Analysis of Numerical Multiscale Methods, Software Development}

Prof. Dr. Angela Stevens -- Applied 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 -- Selforganisation and Complexity

Prof. Dr. Benedikt Wirth -- Working Group Mathematical Optimization
      ^{Inverse Problems, Mathematical Materials Science, Pattern Formation, Shape Spaces, Numerical Analysis in Nonlinear Spaces}

Prof. Dr. Heiko Wagner -- The Wagner Lab
     ^{Human Movement Science, Experimental and Analytical Methods of Biomechanics, Non-linear Dynamics}

---

 

Experimental Nonlinear Science 

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

Dr. Jörg Imbrock
       ^{Nonlinear Photonics}

Prof. Dr. Heiko Wagner -- The Wagner Lab
     ^{Human Movement Science, Experimental and Analytical Methods of Biomechanics,  Non-linear Dynamics}