NanoLab G-RIPS

NanoLab GRIPS 2024

This project is part of the  8th edition of the Graduate-Level Research in Industrial Projects for Students (G-RIPS) summer program at the Zuse Institute Berlin (ZIB).

NanoLab GRIPS 2024
MATH+ Thematic Einstein Semester 2024

MATH+ TES QT

The Thematic Einstein Semester “Mathematics for Quantum Technologies” aims to shed light on the mathematical aspects of the rapidly developing fields of quantum...

MATH+ TES QT
WEAR

WEAR

Within this interdisciplinary, collaborative research project, we will develop mathematical and algorithmic solutions for analyzing adzes/axes and grinding stones -...

WEAR
ZIB

FAN

 Scholarly communication is facing a radical change with the introduction of Artificial Intelligence (AI) methods. A disruptive change of the whole system seems possible...

FAN
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
opinion dynamics

Opinion Dynamics

The literature contains a manifold of fundamental models for the dynamical changes of opinions through social influence during social interaction (personal, social...

Opinion Dynamics
Zonotope of relaxed cycle offsets, tiled, with integral offsets marked within it.

Timetabling with Duality and Zonotopes

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...

Timetabling with Duality and Zonotopes
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
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
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
RobustCircuit logo wide

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
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
Spine_DYN3M

Individualized Morphological Analysis of the Human Spine

The causes of lower back pain (LBP) are still not fully understood. One essential part of a better understanding might be the association of LBP,  spinal morphology, and...

Individualized Morphological Analysis of the Human Spine
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