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
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
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

Biological cells undergo state transitions, measurable with single-cell RNA sequencing. RNA velocity estimates gene expression change rates, forming velocity vectors...

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
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
Human

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...

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
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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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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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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
FONDA Logo

FONDA B4

As part of the Collaborative Research Center FONDA, ZIB is involved in the subproject "B4: Exploiting Software-Defined Networks for Efficient Data Management in Next...

FONDA B4
Graph

Concentration Effects and Collective Variables in Agent-Based Systems

Agent-based models (ABMs) are often high-dimensional and complex, making simulations costly and formal analysis hard. Low-dimensional model reduction is hence of great...

Concentration Effects and Collective Variables in Agent-Based Systems
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BerDiBa

A reliable, always available, fast, eco-friendly, cost-efficient, and secure public transport is essential for a high quality of life in cities as well as the development...

BerDiBa