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CENTER FOR
SCALABLE DATA ANALYTICS
AND ARTIFICIAL INTELLIGENCE

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Adrian Friebel
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Multicellular systems biology
Image/Volume Processing and Quantification, Machine Learning for (Interactive) Image Segmentation, Data Visualization
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
Alina Mailach
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Software Systems
Softwareengineering for AI-enabled systems
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
Dr. Andreas Niekler
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Graduate School (50% Managing Director), TEMIR Group - NLP
Graduate Education, Text Classification, Conversational Interfaces, Computational Social Science
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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
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
 
Dr. Siavash Ghiasvand
Service Center
Anomaly detection, Timeseries analysis
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 Efer
Graduate School (50% Managing Director)
Graduate Education, Data Modelling, Information Visualization, Digital Humanities
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
 
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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
Johannes Weil
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Responsible AI/Normative Challenges
Hate Speech and AI Regulation, Freedom of Expression, European and Constitutional Law, Human Rights
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
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
Mariia Tkachenko
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Image processing, image classification, classification of hyperspectral images of cancer
Machine Learning, Deep Learning, TensorFlow, Computer Vision
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)
Matti Berthold
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Explainability, Trusted AI
Abstract Argumentation Theory, Logic Programming
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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
Science Communication, Public Engagement with Science
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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  
Neringa Jurenaite
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Machine Learning and Data Analytics
Machine Learning, Data Analytics, Bioinformatics, Science Communication, Numerical Analysis
Andrei Politov
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Machine Learning and Data Analytics
Deep learning, Distributed Machine Learning, HPC services
Martin Kutz
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Trusted AI /ethical und educational aspects
Perception of AI among developers and users with emphasis on normative conceptions and educational strategies
Hermann Diebel-Fischer
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Systematic Theology
Ethics of technology, especially ethics and AI; basic questions of ethics; the anthropological and ethical dimension of the human-technology relationship
Jannik Irmai
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Discrete Optimization
Graph Decomposition, Approximation Algorithms
Erik Marx
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Didactics of Computer Science
 
Dianzhao Li
Reinforcement learning algorithms in the area of trajectory planning for autonomously driving vehicles in mixed traffic
 
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