Excellence Strategy (DFG)

 Robust data-driven educed-order models for cardiovascular imaging of turbulent flows (>> more)
Project Head: A. Caiazzo, J. Zhu, Leonid Goubergrits
January 1, 2024 - December 31, 2025
The Berlin Mathematics Research Center MATH+The Berlin Mathematics Research Center MATH+
 Development of an Ion-Channel Model-Framework for In-vitro Assisted Interpretation of Current Voltage Relations (>> more)
Project Head: J. Fuhrmann, M. Landstorfer, B. Wagner
April 1, 2022 - March 31, 2025
 Nonlinear electrokinetics in anisotropic microfluids -- analysis, simulation, and optimal control (>> more)
Project Head: D. Hömberg, R. Lasarzik, E. Emmrich (TU Berlin)
May 1, 2021 - April 30, 2024
 Data-Driven Stochastic Modeling of Semiconductor Laser (>> more)
Project Head: U. Bandelow, M. Kantner, W. Stannat (TU Berlin), H. Wenzel (FBH Berlin)
January 1, 2022 - December 31, 2024
 Coherent Transport of Semiconductor Spin-Qubits: Modeling, Simulation and Optimal Control (>> more)
Project Head: M. Kantner, Th. Koprucki, T. Breiten (TU Berlin)
April 1, 2023 - March 31, 2026
 Strain Engineering for Functional Heterostructures: Aspects of Elasticity
Project Head: A. Glitzky, M. Liero, B. Zwicknagl (HU Berlin)
January 1, 2024 - December 31, 2025
 Modelling and Optimization of Weakly Coupled Minigrids under Uncertainty (>> more)
Project Head: R. Henrion, D. Hömberg
April 1, 2022 - March 31, 2025
 Equilibria for distributed multi-modal energy systems under uncertainty (>> more)
Project Head: P. Dvurechensky, C. Geiersbach, M. Hintermüller, A. Kannan (HU Berlin)
April 1, 2023 - March 31, 2026
 Optimal control in energy markets using rough analysis and deep networks (>> more)
Project Head: Ch. Bayer, P. Friz, J. G. M. Schoenmakers, V. Spokoiny
January 1, 2019 - March 31, 2025
 Decision-making for energy network dynamics (>> more)
Project Head: M. Hintermüller, F. Hante (HU Berlin), S. Pokutta (ZIB / TU Berlin)
June 1, 2021 - May 31, 2024
 Recovery of Battery Ageing Dynamics with Multiple Timescales (>> more)
Project Head: M. Eigel, M. Heida, M. Landstorfer
April 1, 2021 - March 31, 2024
 Volatile Electricity Markets and Battery Storage: A Model-Based Approach for Optimal Control (>> more)
Project Head: Ch. Bayer, M. Landstorfer, D. Kreher (HU Berlin)
May 1, 2022 - March 31, 2025
 Wasserstein Gradient Flows for Generalised Transport in Bayesian Inversion (>> more)
Project Head: M. Eigel, C. Schillings (FU Berlin), G. Steidl (TU Berlin)
January 1, 2023 - December 31, 2024
 Bayesian optimization and inference for deep networks (>> more)
Project Head: V. Spokoiny, C. Schillings (FU Berlin)
January 1, 2023 - December 31, 2024
 Robust multilevel training for artificial neural networks (>> more)
Project Head: M. Hintermüller, C. Graeser (FU Berlin)
April 1, 2022 - March 31, 2025
 Coherent Movements in Co-evolving Agent-Message Systems (>> more)
Project Head: R. I. A. Patterson, F. Höfling (FU Berlin)
January 1, 2021 - October 31, 2024
 Data Transmission in Dynamical Random Networks (>> more)
Project Head: B. Jahnel
January 1, 2024 - December 31, 2025
 Heterogeneous Data Integration to Infer SARS-CoV-2 Variant-Specific Immunity for Risk Assessment and Vaccine Design (>> more)
Project Head: R. Henrion, M. von Kleist, C. Schillings (FU Berlin)
January 1, 2024 - December 31, 2025
 Electronics of Nanotextured Perovskite Devices (>> more)
Project Head: P. Farrell, C. Becker (HTW), S. Burger (ZIB), K. Jäger (ZIB)
January 1, 2024 - December 31, 2025
 Modeling Battery Electrodes with Mechanical Interactions and Multiple Phase Transitions upon Ion Insertion
Project Head: M. Landstorfer, M. Liero
January 1, 2024 - December 31, 2025
 AI Based Simulation of Transient Physical Systems -- From Benchmarks to Hybrid Solutions (>> more)
Project Head: M. Eigel, H. Gottschalk (TU Berlin), A. Klawonn (Siemens Energy)
January 1, 2024 - December 31, 2025