High-performance computers are required to simulate complex systems that allow to study the behavior of molecules under real conditions. This project combines artificial...
Model-Regularized Learning Of Complex Dynamical Behavior
This project is planned to couple machine learning approaches, especially from the field of Deep Learning, with (reduced) ODE models in the sense that the model becomes...
Geometric Learning for Single-Cell RNA Velocity Modeling
Recent advances in Single-Cell RNA sequencing allow to infer both the gene expression of a cell and the so-called "velocity vector" initializing the changes in that...
The literature contains a manifold of fundamental models for the dynamical changes of opinions through social influence during social interaction (personal, social...
Transportation networks are a daily encounter for us all. Maintaining smooth operations is a paramount objective both for quality of service and public finances. For the...
Digital twins of real-world civil engineering structures such as bridges combine monitoring data and continuously updated simulation models. Their predictive capability...
This undertaking between Mathematics and Egyptology started with the Project ‘The Evolution of Ancient Egyptian’ and has since developed independently. This project...
Synchronization and Geometric Structures of Stochastic Biochemical Oscillators
We study synchronization due to noise and/or coupling in dynamical systems with multiple time scales. The challenge of taming nonuniformly hyperbolic structures is faced...
RobustCircuit is a collaborative project of 13 research teams pursuing eight neurobiological projects at five different institutions. The goal of the project is to...
In the project Stadt-Land-Energie, we develop open and transferable methods and tools that enable the computation and appropriate reprocessing of robust, regionally...
With the growing share of photovoltaic (PV) solar energy in the global energy generation capacity, building-integrated photovoltaics (BIPV) gains increasing importance...
The linguistic abilities of scribes writing in Egyptien de Tradition has been severely contested. The underlying assumptions on the evolutionary process of languages are...
This project aims at the creation of a MATH+ success story around the mathematics of drug design. It proposes a new drug design strategy for G-protein coupled receptors...
CTcoral is a cooperation projet with the MARUM institute in Bremen.Contact person at MARUM: Jürgen TitschackFramework-forming cold-water corals (CWC) are im...
Geometry-aware, data-analytic approaches improve understanding and assessment of pathophysiological processes. We will derive a new theoretical framework for deep neural...
This project deals with spaces of manifold-valued curves and associated shape spaces, and is based on Riemannian tools for elastic shape analysis. We plan to study...
The Mathematics Research Data Initiative (MaRDI) is one of the consortia within the National Research Data Infrastructure (NFDI). It aims to make mathematical research...
The project "Tailored entangled photon sources for quantum technology" is a project (04/2022-03/2025) within Application Area 2 (Materials, Light, Devices) of the Berlin...
In this project, we concern ourselves with line plan optimization on a symmetric city model. We evaluate whether and how often asymmetric solutions can occur despite the...
