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Abdalrahman Alkamel
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Service Center
Graph Streams, Pattern Matching, Flink

Alexander Grund
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Performance analysis of ML frameworks
Machine Learning, TensorFlow, PyTorch, EasyBuild, Score-P

Alexander Leipnitz
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Visual Product Matching
Feature Extraction, Machine Learning, Deep Learning for Product Matching

Anja Neumann
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GRAMMY - Precision medicine in gastric cancer
Machine Learning, Visualization, Biomedical Data Analysis, Deep Learning

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Scientific Machine Learning(SciML) for Additive Manufacturing(AM)
Machine Learning, Data Analysis, PINN, Numerics & Differential Equations

Bernhard Stadler
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IAIS Fraunhofer
Machine Learning, Natural Language Processing, Natural language interfaces for data analytics and explainable AI

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Intelligent Text Analysis with Applications in the Digital Humanities
Representation Learning, Information Retrieval, Natural Language Processing

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Neuromorphic Information Processing
Big Data Security, Hardware Security

Corina Weissbach
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Public Relations and Communication
Science Communication & Project Assistance

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Knowledge Graphs
Entity Resolution, Knowledge Graph Embeddings, Machine Learning

Dipl.-Hydrologin Verena Maleska
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Leibniz Institute of Ecological Urban and Regional Development
Environmental risks, climate change impacts, Multi-model chains, parameter optimization, uncertainty assessment

Dr. Andreas Hornig
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Institute of Lightweight Engineering and Polymer Technology (ILK)
Material Modelling, High Fidelity Analysis, Engineering Design Workflows

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Structural Dynamics and Diagnostics, high-speed composite rotors, vibration-based diagnostics and function integration

Dr. Bernd Grüber
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Institute of Lightweight Engineering and Polymer Technology (ILK)
FE-Analysis, Analytical Modelling, Stress Concentration Analysis

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Service and Transfer Center
Machine Learning, Visual Data Mining, Biomedical Data Analysis, Deep Learning, Radiomics übernehmen

Dr. Christoph Lehmann
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Service Center
Statistics, Machine Learning, Deep Learning

Dr. Dmitrij Schlesinger
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Computer Graphics and Visualization
Knowledge Extraction

Dr. Maik Thiele
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Database Systems Group
Data integration, Information Retrieval

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Explainability, Trusted AI
Abstract Argumentation Theory for Explainable AI

Dr. Peter Winkler
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Service Center
Visual analysis of topographic maps, Numerical optimization, Machine Learning frameworks, HPC Services

Dr. Ralph Müller-Pfefferkorn
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Department of Distributed and Data Intensive Computing
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Bioinformatics
Dynamic Programming, Graph Theory, Analysis of Sequencing Data


Dr. Sunna Torge
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Service Center
NLP, Domain-specific Text Analysis (Machine Learning), Controlled Natural Languages (Logic-based approaches)

Dr. Taras Lazariv
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Service Center
Statistics, Machine Learning, Deep Learning

Dr. Thomas Burghardt
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Service and Transfer Center, Living Lab
Production and Logistics, Industry 4.0, Connectivity, IoT Platform, Programming

Dr. Thomas Fischer
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Helmholtz-Centre for Environmental Research, Dept. Environmental Informatics
Parallelisation of simulation software, Implementation of numerical schemes for THM simulations

Elias Werner
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Parallelization and performance analysis of data-intensive applications
Machine learning, Distributed Computing

Franz Lehr
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Institute for International Law, Intellectual Property and Technical Law (IRGET)
Data Protection Law, IP Law, Transparency Obligations in AI Use

Franziska Kahlert
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Computer Graphics and Visualization
Computer Graphics, Rendering and Visualization of Scientific Data

Georgy Zarubin
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Machine Learning for Hyperspectral Image Analysis in Medicine
Machine Learning, Deep Neural Networks, Image Processing

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GRAMMY - Precision medicine in gastric cancer
Machine Learning, Bioinformatics, Precision Medicine, Genomics

Jan Frenzel
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Service Center
Performance analysis/estimation of Big data applications, Big data frameworks on HPC

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Bioinformatics
Graph Drawing, Sequence Data, Visual Analytics

Jonas Kreusch
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DE4L
Private DLTs

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Dynamic Graph Analysis
Machine Learning, Graph-ML, Deep Learning

Juliana Hildebrandt
Database Systems Group
Storage Formats in in-memory DBS, Model-based encodings & code generation

Jörn Hoffmann
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EXPLOIDS - Anomaly Detection on Graphs
Software / Hardware / Operating System Security, Intrusion Detection

Karsten Rink
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Helmholtz-Centre for Environmental Research, Dept. Environmental Informatics
Software Engineering, Data Integration, Scientific Visualization, Pre- and post-processing of geo-data, VTK, Virtual Reality

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Service and Transfer Center
(Temporal-) Graph Analysis and Algorithms

Lars Schuch
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Service Center
Software Engineering, Deepspeech

Lars-Peter Meyer
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Project MINDSET
Cluster Management, Machine Learning, ML Infrastructure

Lokamani Lokamani
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HZDR, FWCC
High-throughput Simulations, Density Functional Theory

Lucas Woltmann
Database Systems Group
ML for [Database] Systems, Anomaly Detection, System Simulation

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Project DE4L/Privacy Preserving ML
Privacy, ML, Acoustic Signal Processing, Operations Research

Martin Grimmer
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EXPLOIDS - Anomaly Detection on Graphs
Graph Algorithms, Apache Hadoop Ecosystem, Geotemporal Data, Anomaly based Intrusion Detection / IT Security

Martin Pippel
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Life Sciences
Life Sciences

Marzan Tasnim Oyshi
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Computer Graphics and Visualization
Research of Scientific Visualization, Trajectory Cell Labeling, Immersive Visualization (VR)

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Service and Transfer Center
Data Visualization, Graph Analysis, Machine Learning, ScaDS Service Projects

Mikhail Galkin
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IAIS Fraunhofer
Graph Representation Learning, KGs in Natural Language Processing

Miriam Herdt
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Public Relations and Communication
Target Group oriented Science Communication

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Entity Resolution
ML, Distributed Computation, Industry Projects, Deep Learning for Product Matching

Nicole Spiess
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Project Assistance

Niklas Lange
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Chair of Legal and Constitutional Studies with Interdisciplinary Relations
Political Science, Legal and Constitutional Theory, Data Protection Law (GDPR), Privacy by Design

Philippe Krajsic
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Business Information Systems
Process Mining, Process Science, Data Science

Raphael Hildebrand
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Service and Transfer Center
Machine Learning, Generative Models, Time Series Analysis

Sebastian Sierra
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Deep learning, Generative models, NLP, Code source modeling

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TEMIR Group - NLP
Automatic summarization, Deep learning for NLP

Timo Adameit
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Service and Transfer Center, Living Lab
Programming, Graph Analysis, Flink, Spark

Tobias Pietzsch
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Computer Vision, Visualization, Big Image Data, Segmentation and Tracking in Biological Data Sets

Veronika Scholz
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Machine Learning and Data Analytics
Distributed Machine Learning, Neural Network Applications in Material Science
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