Within this interdisciplinary, collaborative research project, we will develop mathematical and algorithmic solutions for analyzing adzes/axes and grinding stones -...
The Thematic Einstein Semester “Mathematics for Quantum Technologies” aims to shed light on the mathematical aspects of the rapidly developing fields of quantum...
Scholarly communication is facing a radical change with the introduction of Artificial Intelligence (AI) methods. A disruptive change of the whole system seems possible...
AA1-19 Drug Candidates as Pareto Optima in Chemical Space
The search for novel drug candidates that, at the same time, act with high efficacy, comply with defined chemical properties, and also show low off-target effects can be...
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...
Digital twins of real-world civil engineering structures such as bridges combine monitoring data and continuously updated simulation models. Their predictive capability...
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...
Individualized Morphological Analysis of the Human Spine
The causes of low back pain are not yet fully understood. One essential part of a better understanding is the knowledge about the relationship between spinal morphology...
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...
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...
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...
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...