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von Tycowicz, Christoph, Dr.

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Contact

Position
Head of Research Group
Room
4004
Phone
+49 30 84185-350
Email
Email
Website
Personal Homepage
Division
Mathematics of Complex Systems
Department
Visual and Data-Centric Computing
Group
Geometric Data Analysis and Processing

Projects

Projects as Head

MATH+ PaA-9

Geometric Neuroevolution

This project aims to develop a geometry-aware neuroevolution framework by integrating information geometry into evolutionary algorithms for neural network training. By...

Geometric Neuroevolution
WEAR

WEAR

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

WEAR
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
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

Projects as Member

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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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Cloth Simulation

In cooperation with one of the leading fashion retailers, we investigate and develop methods to accurately simulate the fitting of cloth.For that we develop methods to...

Cloth Simulation
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Image-based Analysis of in vivo Knee Dynamics

IntroductionThe aim of this project is the development of MRI-based methods and technologies for non-invasive in vivo assessment of s 3D soft tissue kinematics in knee...

Image-based Analysis of in vivo Knee Dynamics
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Dynamic Multi-modal Knee Joint Registration

Changes in limb or joint anatomy (e.g., due to injury or surgery) may lead to functional impairment. Accurate measurement of skeletal kinematics provides the key to...

Dynamic Multi-modal Knee Joint Registration