Application Areas

Life Science (AA1)

• AA1-1 The spatio-temporal modelling of mechanisms underlying pain relief via the µ-opioid receptor
  Martin Lohse, Marcus Weber, Christof Schütte, Christoph Stein
• AA1-2 Learning Transition Manifolds and Effective Dynamics of Biomolecules
  Péter Koltai, Stefan Klus, Gitta Kutyniok, Klaus-Robert Müller, Christof Schütte
• AA1-3 Stochastic analysis of particle systems: Langevin dynamics and the Dean-Kawasaki model
  Peter Friz, Ralf Kornhuber, Nicolas Perkowski
• AA1-4 Algebraic methods for investigating cell fate decisions
  Heike Siebert, Christian Haase
• AA1-5 Space-time stochastic models for neurotransmission processes
  Christof Schütte, Stephan Sigrist, Stefanie Winkelmann
• AA1-6 Data-driven Modeling from Atoms to Cells
  Frank Noé, Christof Schütte
• AA1-7 Yeast Mating in Space and Time
  Edda Klipp

Materials, Light, Devices (AA2)

• AA2-1 Hybrid Models for the Electrothermal Behavior of Organic Semiconductor Devices
  Annegret Glitzky, Matthias Liero
• AA2-2 Excitonic energy transport in conjugated polymer chains
  Rupert Klein
• AA2-3 Quantum-classical simulation of quantum dot nanolasers
  Uwe Bandelow
• AA2-4 Modeling and analysis of suspension flows
  Volker Mehrmann, Dirk Peschka, Matthias Rosenau, Marita Thomas, Barbara Wagner
• AA2-5 Data-driven Electronic Structure Calculations for Nanostructures (DESCANT)
  Thomas Koprucki, Alexander Mielke
• AA2-6 Modeling and Simulation of multi-material electrocatalysis (MultECat)
  Jürgen Fuhrmann, Manuel Landstorfer

Networks (AA3)

• AA3-1 Proximity of LP and IP solutions
  Martin Henk
• AA3-2 Nash flows over time in transport and evacuation simulation
  Kai Nagel, Martin Skutella
• AA3-3 Discrete-Continuous Shortest Path Problems in Flight Planning
  Ralf Borndörfer, Martin Weiser
• AA3-4 Flow-Preserving Graph Contractions with Applications to Logistics Networks
  Max Klimm, Torsten Mütze, Guillaume Sagnol, Martin Skutella
• AA3-5 Tropical Mechanism Design
  Michael Joswig, Max Klimm
• AA3-6 Stochastic Scheduling with Restricted Adaptivity
  Ralf Borndörfer, Guillaume Sagnol

Energy and Markets (AA4)

• AA4-1 PDAEs with Uncertainties for the Analysis, Simulation and Optimization of Energy Networks
  René Henrion, Nicolas Perkowski, Caren Tischendorf
• AA4-2 Optimal control in energy markets using rough analysis and deep networks
  Christian Bayer, Peter Friz, John Schoenmakers, Vladimir Spokoiny
• AA4-3 Equilibria for Energy Markets with Transport
  Michael Hintermüller, Volker Mehrmann, Carlos Rautenberg
• AA4-4 Stochastic modeling of intraday electricity markets
  Dörte Kreher, Markus Reiss
• AA4-5 Energy-based modeling, simulation, and optimization of power systems under uncertainty
  Volker Mehrmann, Caren Tischendorf, Matthias Voigt
• AA4-6 Simulation and optimization of integrated solar fuels and photovoltaics devices
  Sven Burger, Bernd Rech

Emerging Fields

Learning Dynamical Laws (EF1)

• EF1-1 Quantifying Uncertainties in Explainable AI
  Gitta Kutyniok, Klaus-Robert Müller, Wojciech Samek
• EF1-2 Quantum Kinetics
  Klaus-Robert Müller, Frank Noé
• EF1-3 Approximate Convex Hulls With Bounded Complexity
  Michael Joswig, Klaus-Robert Müller
• EF1-4 Extracting Dynamical Laws by Deep Neural Networks: A Theoretical Perspective
  Gitta Kutyniok, Frank Noé, Barbara Zwicknagl
• EF1-5 On robustness of deep neural networks
  Christian Bayer, Peter Friz
• EF1-6 Graph Embedding for Analyzing the Microbiome
  Tim Conrad, Stefan Klus, Gregoire Montavon
• EF1-7 Quantum machine learning
  Jens Eisert, Klaus-Robert Müller

Digital Shapes (EF2)

• EF2-1 Smooth discrete surfaces
  Alexander Bobenko, Andrew Sageman-Furnas
• EF2-2 The structure within disordered cellular materials
  Myfanwy Evans, Francisco Garcia-Moreno, Frank Lutz, John Sullivan
• EF2-3 Spline Models for Shape Trajectory Analysis
  Hans-Christian Hege, Christoph von Tycowicz, Anja Hennemuth, Friederike Fless
• EF2-4 Conforming Regular Triangulations
  Marc Alexa, Boris Springborn

Model-based Imaging (EF3)

• EF3-1 Model-based geometry reconstruction from TEM images
  Thomas Koprucki, Karsten Tabelow
• EF3-2 Model-based 4D reconstruction of subcellular structures
  Peter Hiesinger, Max von Kleist, Steffen Prohaska, Martin Weiser
• EF3-3 Optimal Transport for Imaging
  Michael Hinterüller, Vladimir Sopkoiny, Pavel Dvurechenskii
• EF3-4 Physics-regularized learning
  Carsten Gräser, Ralf Kornhuber, Christof Schütte
• EF3-5 Direct Reconstruction of Biophysical Parameters Using Dictionary Learning and Robust Regularization
  Michael Hintermüller, Tobias Schäffter

Particles and Agents (EF4)

• EF4-1 Influence of mobility on connectivity
  Benedikt Jahnel, Wolfgang König
• EF4-2 Understanding tipping and other dynamical transitions in systems containing human agents
  Jobst Heitzig, Péter Koltai, Jürgen Kurths, Christof Schütte
• EF4-3 Learning reduced models for large-scale mobility ABMs
  Carlo Jaeger, Stefan Klus, Christof Schütte, Sarah Wolf
• EF4-4 Diffusion in dynamically crowded cells: stochastic models from spatiotemporal motion data
  Felix Höfling, Carsten Hartmann

Concepts of Change (EF5)

• EF5-1 Spreading of copper technology in ancient times
  Natasa Djurdjevac Conrad, Christof Schütte, Wolfram Schier
• EF5-2 Data-driven Modeling of the Romanization Process of Northern Africa
  Friederike Fless, Benjamin Ducke, Natasa Djurdjevac Conrad, Christof Schütte
• EF5-3 A mathematical theory of responsibility in complex multi-agent decision problems with uncertainties
  Rupert Klein, Jobst Heitzig, Markus Brill

Transfer Units

• TrU-1 Morphological Scoring of Disease States -- Learning from Large Anatomical Databases
  Stefan Zachow, Georg Duda
• TrU-2 Demand modelling and control for e-commerce using RKHS transfer operator approaches
  Stefan Klus, Tim Sullivan