Projects

Shown are all currently funded projects. A list of completed projects (since 2008) can be found here .

 ANR-DFG Funding Programme for the Humanities and Social Sciences
 COFNET: Compositional functions networks -- adaptive learning for high-dimensional approximation and uncertainty quantification
Project Head: M. Eigel, A. Nouy (Centrale Nantes)
March 1, 2022 - March 31, 2025
Fondation Mathématique Jacques HadamardFondation Mathématique Jacques Hadamard
 Optimal control problems with probabilistic constraints (>> more)
Project Head: R. Henrion, H. Zidani, N. Forcadel (INSA Rouen)
September 1, 2022 - August 31, 2024
The Berlin Mathematics Research Center MATH+The Berlin Mathematics Research Center MATH+
 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
 Modelling and Optimization of Weakly Coupled Minigrids under Uncertainty (>> more)
Project Head: R. Henrion, D. Hömberg
April 1, 2022 - March 31, 2025
 Recovery of Battery Ageing Dynamics with Multiple Timescales (>> more)
Project Head: M. Eigel, M. Heida, M. Landstorfer
April 1, 2021 - March 31, 2024
 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
 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
 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
SFB/TRR 154: Mathematical Modelling, Simulation and Optimization Using the Example of Gas NetworksSFB/TRR 154: Mathematical Modelling, Simulation and Optimization Using the Example of Gas Networks
 Probabilistic constraints in gas market models (>> more)
Project Head: R. Henrion
October 15, 2014 - June 30, 2026
 SPP 2298: Theoretical Foundations of Deep Learning
 Adaptive Neural Tensor Networks for parametric PDEs
Project Head: M. Eigel, L. Grasedyck (RWTH Aachen)
October 11, 2021 - October 10, 2024
SPP 2410: Hyperbolic Balance Laws in Fluid Mechanics: Complexity, Scales, RandomnessSPP 2410: Hyperbolic Balance Laws in Fluid Mechanics: Complexity, Scales, Randomness
 Analysis of energy-variational solutions for hyperbolic conservation laws (>> more)
Project Head: Th. Eiter, R. Lasarzik
December 1, 2023 - November 30, 2026
 European Metrology Programme for Innovation and Research (EMPIR)
 Invertible Neural Networks for applications in metrology (as part of the ATMOC Project)
Project Head: M. Eigel
October 3, 2021 - October 2, 2024