Team

Syed Hur Abbas

TU Dresden

Situating AI-based Mentoring, Natural Language Processing, Responsible AI

Prof. Andrea Agazzi

University of Pisa

Probability Theory, Dynamical Systems, Interacting Particle Systems, Scaling Limits of Machine Learning Algorithms

Christopher Akiki

Leipzig University

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

Dr. Kossi Amouzouvi

TU Dresden

Machine Learning, Representation Learning, Knowledge Graph Embedding

Dr. Christoph Augenstein

Leipzig University

Service and Transfer Center, KI-Manufaktur

Giulia Bahms

TU Dresden

Digital Participation in Local Communities & AI

Caterina Barrasso

TU Dresden

Artificial Intelligence in Biodiversity Monitoring, Remote Sensing

Madlen Bartholmeß

Universität Leipzig

Project Assistance and Research Coordination

Markus Bauer

Leipzig University

Self-Supervised Computer Vision, Machine Learning, Medical AI Applications, Industrial AI Applications

Ferney Beltran Velandia

Leipzig University

Machine Learning, Digital Signal Processing, Spiking Neural Networks, Information Theory

Jana Bendigs

Leipzig University

Public Relations and Communication, Living Lab

Dr. Osman Berat Okutan

Max Planck Institute for Mathematics in the Sciences

Geometric &Topological Data Analysis, Persistence, Graph Representations

Mike Berger

Leipzig University

Service and Transfer Center

Matti Berthold

Leipzig University

Explainability, Trusted AI

Charlotte Beylier

Leipzig University

AI for dynamic and functional neuroanatomy, Neural representation learning, Neural Data Science

Dr. Antonio Bikic

LMU Munich

AI Ethics, Philosophical Aspects of Artificial Neural Networks, Semantics, Philosophy of Mind

Filippo De Bortoli

TU Dresden

Reasoning and Representation in quantitative extensions of Description Logics, (Finite) Model Theory, Expressive Power of Knowledge Representation languages

Ilia Burenko

TU Dresden

Computer vision, multi-modal data analysis

Dr. Thomas Burghardt

Leipzig University

Service and Transfer Center, Living Lab

João Paulo Cardoso de Lima

TU Dresden

Center For Advancing Electronics Dresden

Miriam Louise Carnot

Leipzig University

diGuRaL project, Smart City, Image Processing, Computer Vision

Dipl.-Ing. Najdet Charaf

TU Dresden

Laufzeit adaptive und skalierbare systeme, Bitstreams Relokation und Manipulation, Croase-Gain rekonfigurierbare Architektur (CGRA) Overlays auf FPGAs

Eya Cherif

Leipzig University

Predictive modeling, Functional biodiversity, Remote Sensing

Erik Daniel

TU Dresden

P2P Networks, Data Networks - P2P File Systems, Privacy Enhancing Technologies

Jannis de Riz

Leipzig University

Binding Affinity Prediction, Directed Evolution, Machine Learning, Non-Convex Optimisation

Niklas Deckers

Leipzig University

Web Mining, Deep Learning, NLP

Zhipeng Deng

IZBI & Leipzig University

Computer Vision and Deep Learning

Dr. Hermann Diebel-Fischer

TU Dresden

Systematic Theology (Ethics)

Veronika Donath

TU Dresden

Machine Learning and Data Analytics

Mana-Teresa Donner

TU Dresden

Situating AI-based Mentoring

Hannah Marie Eichholz

Leipzig University

Machine Learning, Clouds in Climate Models

Dr. Marzieh Eidi

Max Planck Institute for Mathematics in the Sciences

Applied Topology, Applied Geometry, Discrete Hedge Laplacian, Data Analysis

Paul Eisenhuth

Leipzig University

Structure-based Ligand Binding Prediction, Computer Aided Drug Discovery, Machine Learning and Optimization

Dr. Stefan Ellmauthaler

TU Dresden

Knowledge-Based Systems

Moritz Ertelt

Leipzig University

Combining structure-based protein design with machine learning to develop new biologics

Manuel Alejandro Estévez de la Mora

Max Planck Institute for Mathematics in the Sciences

Mathematical Visualization, Stochastic Topology, Graph Theory and Simplicial Complexes

Dr. Jan Ewald

Leipzig University

Service and Transfer Center, Bioinformatics, Dynamical Systems, Machine Learning

Fatemeh Fahimi Sheyjani

Leipzig University & Max Planck Institute for Mathematics in the Sciences

Geometric foundation of Machine Learning

Dr. Stephanie Feilitzsch

TU Dresden

Interdisciplinary Model Project, Strategy for Gender Equality, Sustainability and Participatory Justice

Maximilian Ferle

Leipzig University & ICCAS Leipzig, (Universitätsklinikum Leipzig)

Medical data science, Therapy outcome prediction, Single cell transcriptomics

Dr. Oliver Fernández Gil

TU Dresden

Logic in Computer Science, Knowledge Representation and Reasoning, Description Logic

Dr. Angelos Filippatos

TU Dresden

Structural Dynamics and Diagnostics, High-Speed Composite Rotors, Vibration-based Diagnostics and Function Integration

Dr. Thomas Fischer

Helmholtz-Centre for Environmental Research

Parallelisation of Simulation Software, Implementation of Numerical Schemes for THM Simulations

Vincent Freiberger

Leipzig University

Fairness of AI and Bias in data sets

Jan Frenzel

TU Dresden

Service and Transfer Center, Performance Analysis, Estimation of Big Data Applications, Big Data Frameworks on HPC

Vincent David Friedrich

Leipzig University

Artificial Intelligence in Medicine

Julia Friske

Leipzig University

Project Connected Urban Twins (CUT), Machine Learning, Data Analytics

Mikhail Galkin

IAIS Fraunhofer

Graph Representation Learning, KGs in Natural Language Processing

Preetam Gattogi

TU Dresden

Nature-Inspired Machine Intelligence

Dr. Siavash Ghiasvand

TU Dresden

Service and Transfer, Center, Living Lab, Anomaly Detection, Timeseries Analysis

Christina Gillmann

Leipzig University

Department of Computer Science

Larry González

TU Dresden

Knowledge-Based Systems

Martin Grimmer

Leipzig University

IT Security using ML, Host based Intrusion Detection Systems (HIDS), Leipzig Intrusion Detection - Data Set (LID-DS)

Florian Große

Leipzig University & Fraunhofer IZI

Applied Bioinformatics, Personalized Medicine, Single-Cell Transcriptomics

Dr. Bernd Grüber

TU Dresden

Institute of Lightweight Engineering and Polymer Technology (ILK)

FE-Analysis, Analytical Modelling, Stress Concentration Analysis

Alexander Grund

TU Dresden

Machine Learning, TensorFlow, PyTorch, EasyBuild, Score-P, Performance Analysis of ML Frameworks

Robert Haase

Leipzig University

Research Data Management, Bio-image Analysis and GPU-accelerated Image Processing

Johannes Häfner

Leipzig University

Living Lab, Data Science, Machine Learning, Computer Vision, Robotics

Anika Hannemann

Leipzig University

Privacy Preserving Machine Learning

Heidrich, Holger

TU Dresden

Visualization

Anne-Marie Heine

Leipzig University

Knowledge Management and Graphs, Abstract Argumentation

Nicole Heinimann

Leipzig University

MLOps Pipelines

Dr. Luisa Herrmann

TU Dresden

Graduate School, Computational Logic

Juliana Hildebrandt

TU Dresden

Database Systems Group

Daniel Hildebrandt

Leipzig University

IT-Administration

Marvin Hofer

Leipzig University

Graph ML, Knowledge Graph Integration, Distributed Data Processing, Graph Completion Pipelines, Data Management

Dr. Andreas Hornig

TU Dresden

Material Modelling, High Fidelity Analysis, Engineering Design Workflows

Jannik Irmai

TU Dresden

Discrete Optimization

Veronia Iskandar

TU Dresden

Tobias Jagla

Leipzig University

Swarm Intelligence, Robotics, Machine Learning

Max Joas

Leipzig University

Service and Transfer Center, Bioinformatics, Machine Learning

Dr. Parvaneh Joharinad

Leipzig University & Max-Planck Institute for Mathematics in the Sciences

Geometric and Topological Data Analysis

Neringa Jurenaite

TU Dresden

Machine Learning, Data Analytics, Living Lab

Lena Jurkschat

TU Dresden

GPT-X, Natural Language Processing

Franziska Kahlert

TU Dresden

Computer Graphics and Visualization

Katja Kirsche

Leipzig University

Research Coordination

Christopher Klapproth

Leipzig University

Comparative Genomics, Computational RNA Biology, Statistical Modeling, Large Data Analysis

Norman Koch

TU Dresden

Hyperparameter Optimization, Explainable Machine Learning, System Administration

Aruscha Kramm

Leipzig University

Project Connected Urban Twins (CUT), Smart Cities, Big Data Analytics

Johannes Kreis

Leipzig University

IT-Administration

Dominik Krenzer

Leipzig University

Neural Data Science, Spiking Neural Networks, Learning in Artificial Neural Networks

Tania Krisanty

TU Dresden

Kristina Krummer

TU Dresden

Secretariat

Marie Kukuczka

TU Dresden

Interdisciplinary Model Project, Strategy for Gender Equality, Sustainable Learning and Participatory Justice

Apurv Deepak Kulkarni

TU Dresden

Big Data Analytics, Distributed Computing, Computational Engineering, Solid Mechanics and Machine Learning, Living Lab

Martin Kutz

TU Dresden

Trusted AI /ethical und educational aspects

Marcos E. González Laffitte

Leipzig University

Bioinformatics, Discrete Mathematics and Algorithms, Machine Learning in Chemistry

Niklas Lange

TU Dresden

Chair of Legal and Constitutional Studies with Interdisciplinary Relations

Dr. Taras Lazariv

TU Dresden

Service and Transfer Center, Statistics, Machine Learning, Deep Learning

Dr. Christoph Lehmann

TU Dresden

Service and Transfer Center, Statistics, Machine Learning, Deep Learning

Franz Lehr

TU Dresden

Institute for International Law, Intellectual Property and Technical Law (IRGET)

Dianzhao Li

TU Dresden

Reinforcement Learning

Dr. Frank Loebe

Leipzig University

Managing Director ScaDS.AI Graduate School

Enrico Lohmann

Institut für Angewandte Informatik e. V.

Data Science and Machine Learning

Lokamani Lokamani

Helmholtz-Zentrum Dresden-Rossendorf

High-throughput Simulations, Density Functional Theory

Juliane Mai

Computational Hydrosystems - UFZ Leipzig

Hydrologic modeling, model calibration, sensitivity analysis, model intercomparison, data management

Alina Mailach

Leipzig University

Software Systems, Softwareengineering for AI-enabled systems

Dr. Verena Maleska

Leibniz Institute of Ecological Urban and Regional Development

Environmental Risks, Climate Change Impacts, Multi-model Chains, Parameter Optimization, Uncertainty Assessment

Quentin Manière

Leipzig University

Knowledge Representation

Dr. Christian Martin

Leipzig University

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

Francesco Martinuzzi

Leipzig University

Reservoir Computing, Earth Sciences, Physics Informed Neural Networks

Erik Marx

TU Dresden

Didactics of Computer Science

Marlene Mertens

Leipzig University

Medical Image Analysis

Michal Miazga

Leipzig University

Data Profiling, Data Provenance, Schema Mapping, Machine Learning

Juliane Moldt

Leipzig University

Project Assistance

Johanna Möller

Leipzig University

Structure-based protein design of TCRs, TCR-pMHC interactions and pMHC binders, biomolecular NMR

Julia Möller-Klapperich

TU Dresden

Responsible AI

Clemens Mosig

Leipzig University

Earth System and Forest Health, Remote Sensing, Deep Learning

Dr. Ralph Müller-Pfefferkorn

TU Dresden

Department of Distributed and Data Intensive Computing

Dr. Callum Murphy-Barltrop

TU Dresden

Extreme Value Statistics, Environmental Modelling, AI for Extremal Dependence Modelling

Anja Neumann

Leipzig University

GRAMMY - Precision Medicine in Gastric Cancer

Machine Learning, Visualization, Biomedical Data Analysis, Deep Learning

Dr. Cyrille Merleau Nono Saha

Max Planck Institute for Mathematics in the Sciences

Analysis of RNA 3D Structures, Folding and Inverse Folding of RNA Molecules, Evolutionary Dynamics

Dr. Taís Maria Nunes Carvalho

Leipzig University & Helmholtz-Centre for Environmental Research

Machine Learning and Natural Language Processing

Dr. Sergei Obiedkov

TU Dresden

Knowledge-Based Systems, Formal Concept Analysis, Exact and PAC Learning

Daniel Obraczka

Leipzig University

Knowledge Graphs, Entity Resolution, Knowledge Graph Embeddings, Machine Learning

Dr. Iryna Okhrin

TU Dresden

Machine Learning, Data Analytics, Statistics, Living Lab

Silvia Oviedo

Leipzig University

Data Science and Machine learning

Marzan Tasnim Oyshi

TU Dresden

Computer Graphics and Visualization

Samyajoy Pal

Institut für Angewandte Informatik e. V.

NLP, Language Models, Clustering

Lucas Peter

Leipzig University

KMI Project - Machine Learning, Data Integration and Visualization

Julia Peters

Leipzig University

Machine Learning on seismological data

Tobias Pietzsch

Max Planck Institute of Molecular Cell Biology and Genetics

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

Martin Pippel

Max Planck Institute of Molecular Cell Biology and Genetics

Life Sciences

Andrei Politov

TU Dresden

Machine Learning and Data Analytics, Deep Learning, Distributed Machine Learning, HPC Services, Living Lab

Jacob Pollack

Leipzig University

Service and Transfer, Machine Learning, Computer Vision, Multimodal Deep Learning

Dušan Praščević

Leipzig University

Service and Transfer Center, Bioinformatics, GRAMMY - Precision Medicine in Gastric Cancer

Dhananjay Raghavendra Bhandiwad

TU Dresden

Nature-Inspired Machine Intelligence

Karsten Rink

Helmholtz-Centre for Environmental Research, Dept. Environmental Informatics

Florens Rohde

Leipzig University

DE4L / Privacy-Preserving Record Linkage (PPRL)

Dr. Érika Berenice Roldán Roa

Max Planck Institute for Mathematics in the Sciences

Computational Complexity, Topological Complexity, Spacial Reinforcement Learning, Educational Technology, Learning Analytics

Christopher Rost

Leipzig University

Temporal Graph Analysis and Algorithms, Distributed Systems

Roua Rouatbi

TU Dresden

Center for Systems Biology Dresden (CSBD)

Alvaro Díaz Ruelas

Max Planck Institute for Mathematics in the Sciences

Department of Statistical Learning

Maximilian Salomon

Leipzig University

Machine Learning, MD Simulations, Analysis of MD Trajectories, GPCR's, Molecular Graph Representations

Marc Satkowski

TU Dresden

Immersive and Visual Analytics, Mixed Reality, Adaptive Multiscale Visualization, Cross-Device Environments

Jeremias Schebera

Leipzig University

Bioinformatics

Dr. Dmitrij Schlesinger

TU Dresden

Machine Learning

Maja Schneider

Leipzig University

Location Privacy, Privacy-Preserving Machine Learning

Christopher Schröder

Leipzig University

Active Learning, Text Classification, Natural Language Processing

Dr. Navid Shekarchizadeh

Leipzig University & Department of Medical Data Science, Leipzig University Hospital

Federated Learning

Kajal Singla

Leipzig University

Neural Data Science and Statistical Computing

AI for Deep Functional Neuroanatomy, Computational Neuroscience, Multiomics

Salim Soltani

Leipzig University

Deep Learning and Big Data, UAV, Citizen Science, Remote Sensing in Geo- and Ecosystem Research

Lucy Sonnet

Leipzig University

Public Relations and Communication, Living Lab

Daniel Spiering

TU Dresden

IT Specialist Application Development, Living Lab

Nicole Spiess

Leipzig University

Project Assistance

Bernhard Stadler

IAIS Fraunhofer

Machine Learning, Natural Language Processing, Natural Language Interfaces for Data Analytics and Explainable AI

Marie Steinacker

Leipzig University

Institute for Medical Informatics, Statistics and Epidemiology (IMISE)

Julian Striegl

TU Dresden

AI-based CBT, Human-centered AI, Digital Accessibility, NLP

Shahbaz Syed

Leipzig University

Automatic Summarization, Deep Learning for NLP, TEMIR Group - NLP

Matthias Täschner

Leipzig University

Service and Transfer Center

Mariia Tkachenko

Leipzig University

Image processing, image classification, classification of hyperspectral images of cancer

Dr. Sunna Torge

TU Dresden

NLP, Domain-specific Text Analysis (Machine Learning), Controlled Natural Languages (Logic-based approaches), Service and Transfer Center

Benjamin Uhrich

Leipzig University

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

Dr. Peter Uhrig

FAU Erlangen-Nürnberg

Lehrstuhl für Digitale Linguistik mit Schwerpunkt Big Data

Dr. Markus Ulbricht

Leipzig University

Formal Argumentation, Graduate School

Dr. Josefine Umlauft

Leipzig University

Big Data and AI Research in Earth Sciences

Dr. Sahar Vahdati

TU Dresden

Nature-Inspired Machine Intelligence

Gina Valentin

TU Dresden

Public Relations and Communication, Living Lab

Johannes Vogel

Helmholtz-Centre for Environmental Research & Leipzig University

Explainable AI, Machine Learning, Remote Sensing in Environmental Research

Monicque Voigt

TU Dresden

Living Lab, Software Engineering, Machine Learning

Marie-Sophie von Braun

Leipzig University

Computer Vision, Radiomics, Clinical Decision Support

Gitanjali Wadhwa

TU Dresden

Situating AI Based Mentoring, Deep Learning, AI for Multidisciplinary Projects, Computational Engineering

Dr. Xiangzun Wang

Leipzig University

Realization of Reservoir Computing with real physical agents

Katja Weichelt

TU Dresden

Project management

Johannes Weil

Leipzig University

Responsible AI/Normative Challenges

Antje Weinacht

TU Dresden

Project Assistance

Oliver Welz

Leipzig University

Service and Transfer Center, Living Lab Service, Additive Manufacturing

Elias Werner

TU Dresden

Parallelization and performance analysis of data-intensive applications

Jonathan Wider

Leipzig University & Helmholtz-Centre for Environmental Research

Environment and Earth Sciences, Machine Learning for Generating Artificial Weather Data

Dr. Peter Winkler

TU Dresden

Service and Transfer Center, Visual Analysis of Topographic Maps, Numerical Optimization, Machine Learning Frameworks, HPC Services

Anastasia Wolschewski

Leipzig University & Innovation Center Computer Assisted Surgery

Data Science, Machine Learning in Predictive Medicin, Bioinformatics

Lucas Woltmann

TU Dresden

Database Systems Group

Yexin Yan

TU Dresden

Shengxian Zhao

TU Dresden

Visualization

Jingyue Zhuge

TU Dresden

Chi Ziesmann

TU Dresden

Interdisciplinary Model Project, Strategy for Gender Equality, Internationalisation and Cultural Diversity

Johanna Zitt

Leipzig University

Earth and Environmental Sciences, Applied Machine Learning in Environmental Seismology

Prof. Dr. Peter W. Hildebrand

Leipzig University

Institute of Medical Physics and Biophysics

Dr. Stefan Hoehme

Leipzig University

IZBI (Interdisciplinary Centre for Bioinformatics)

Dr. Georg Künze

Leipzig University

Institute for Drug Discovery

Prof. Dr. Bernd Rosenow

Leipzig University

Institute for Theoretical Physics

Jun.-Prof. Clara T. Schoeder

Leipzig University

Institute of Drug Discovery

Jun.-Prof. Julia Westermayr

Leipzig University

Artificial Intelligence in Theoretical Chemistry

Prof. Dr. Gerhard Brewka

Leipzig University

Institute of Computer Science, Intelligent Systems

Prof. Dr. Anna Cord

TU Dresden

Computational Landscape Ecology

Dr.-Ing.
Sebastian Hellmann

Leipzig University

Institute of Computer Science, Agile Knowledge Engineering and Semantic Web

Prof. Dr. Gerhard Heyer

Leipzig University

Institute of Computer Science, Automatic language processing

Florian Jug

Max Planck Institute of Molecular Cell Biology and Genetics (MPI-CBG)

Quantitative Bioimage Computation, Computer Vision, Machine Learning

Prof. Dr.-Ing. Wolfgang Lehner

TU Dresden

Institute of Computer Science, Databases

Dr. Eugene Myers

Max Planck Institute of Molecular Cell Biology and Genetics (MPI-CBG)

Bioinformatics

Christoph Zechner

Max Planck Institute of Molecular Cell Biology and Genetics (MPI-CBG)