Nonlinear Optimization and Inverse Problems

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

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

SFB/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, Randomness

Analysis of energy-variational solutions for hyperbolic conservation laws (>> more) Project Head: Th. Eiter, R. Lasarzik September 1, 2023 - August 31, 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