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Projects Archive

Microscopic image of a structured perovskite solar cell (HZB)

MATH+ PaA-1

The project Electronics of Nanotextured Perovskite Devices is a project within the Partnership Area (PaA) of the Berlin Mathematics Research Center MATH+ (DFG excellence...

MATH+ PaA-1
Pareto-ML-Optimization-Cycle

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...

AA1-19 Drug Candidates as Pareto Optima in Chemical Space
HPC and Machine Learning for Drug Discovery

HPC and ML for Drug Discovery

High-performance computers are required to simulate complex systems that allow to study the behavior of molecules under real conditions. This project combines artificial...

HPC and ML for Drug Discovery
Model-regularized Learning of Complex Dynamical Behavior

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...

Model-Regularized Learning Of Complex Dynamical Behavior
MATH+ AA1-20

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...

Geometric Learning for Single-Cell RNA Velocity Modeling
Data driven model adaptation for identifying stochastic digital twins of bridges

Stochastic digital twins of bridges

Digital twins of real-world civil engineering structures such as bridges combine monitoring data and continuously updated simulation models. Their predictive capability...

Stochastic digital twins of bridges
Excerpt from our Cachette Data

Mathematics and Egyptology

This undertaking between Mathematics and Egyptology started with the Project ‘The Evolution of Ancient Egyptian’ and has since developed independently. This project...

Mathematics and Egyptology
Oscillator

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...

Synchronization and Geometric Structures of Stochastic Biochemical Oscillators
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RobustCircuit

RobustCircuit is a collaborative project of 13 research teams pursuing eight neurobiological projects at five different institutions. The goal of the project is to...

RobustCircuit
Stadt-Land-Energie

Stadt-Land-Energie

In the project Stadt-Land-Energie, we develop open and transferable methods and tools that enable the computation and appropriate reprocessing of robust, regionally...

Stadt-Land-Energie
Color coating

Colour Impression of Solar Cells

With the growing share of photovoltaic (PV) solar energy in the global energy generation capacity, building-integrated photovoltaics (BIPV) gains increasing importance...

Colour Impression of Solar Cells
Egytian

Ancient Egytian

The linguistic abilities of scribes writing in Egyptien de Tradition has been severely contested. The underlying assumptions on the evolutionary process of languages are...

Ancient Egytian
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Math-Powered Drug Design

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...

Math-Powered Drug Design
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CTcoral

CTcoral is a co­oper­a­tion pro­jet with the MARUM institute in Bremen.Con­tact per­son at MARUM: Jürgen TitschackFrame­work-form­ing cold-wa­ter cor­als (CWC) are im...

CTcoral
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Manifold-Valued Graph Neural Networks

Geometry-aware, data-analytic approaches improve understanding and assessment of pathophysiological processes. We will derive a new theoretical framework for deep neural...

Manifold-Valued Graph Neural Networks
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Elastic Shape Analysis on Manifolds

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...

Elastic Shape Analysis on Manifolds
MaRDI Logo L1 RGBA

Mathematical Research Data Initiative - TA4

The Mathematics Research Data Initiative (MaRDI) is one of the consortia within the National Research Data Infrastructure (NFDI). It aims to make mathematical research...

Mathematical Research Data Initiative - TA4
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MATH+ AA2-16

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...

MATH+ AA2-16
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Quantum metrology (SEQUME)

The project “Single and entangled photon sources for quantum metrology (SEQUME)” is a EU / EMPIR funded collaborative project.

Quantum metrology (SEQUME)
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Symmetric Line Planning

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...

Symmetric Line Planning