SECAI unterstützt Offenheit in der Forschung und wir freuen uns regelmäßig neue Mitglieder in unseren Teams begrüßen zu können. Diese Seite enthält Vorschläge für aktuell verfügbare Forschungsthemen, geordnet nach Forschungsschwerpunkt, jeweils mit Mentor:in und Standort. Hier kann man stöbern und die Themen entdecken, die am besten den eigenen Interessen und Fähigkeiten entsprechen.
Verfügbare Stellen in der SECAI Graduate School werden jeweils auf der Seite für Stellenausschreibungen angekündigt. Doch auch wenn gerade keine Stelle ausgeschrieben ist, lohnt sich oft die direkte Abfrage bei den Mentor:innen der Wunschthemen. In unseren Forschungsgruppen gibt es regelmäßig viele spannende KI-Projekte und SECAI unterstützt auch affiliierte Forscher:innen, die aus anderen Quellen finanziert werden.
Composite AI
An Artificial Intelligence to Discover the Determinants of Microbiome-Transporter Interrelations
Mentored by Jens Meiler and Peter StadlerLocation: University of Leipzig, Interdisciplinary Centre for Bioinformatics
FunLog: A Functional Approach to Modular Logic Programming
Mentored by Markus Krötzsch, Sebastian RudolphLocation: TU Dresden, Chair of Knowledge-Based Systems
Large Language Models (LLMs) and the Formalization of Mathematics
Mentored by Bjoern Andres, Markus KrötzschLocation: TU Dresden, Chair of Machine Learning for Computer Vision
Multi-agent Belief Management
Mentored by Sebastian Rudolph, Markus KrötzschLocation: TU Dresden, Chair of Computational Logic
Reason to Trust: Certifying Conclusions in Data Analysis
Mentored by Markus Krötzsch, Carsten LutzLocation: TU Dresden, Chair of Knowledge-Based Systems
StochasticAI – Integrating Stochastic Modeling with AI
Mentored by Sayan Mukerhjee and Ivo SbalzariniLocation: TU Dresden or Leipzig University
Tact-Morph: Tactile Sensor & Robotics Processing on the SpiNNaker2 Neuromorphic Compute Platform
Mentored by Christian Mayr and Roberto CalandraLocation: TU Dresden, Chair of Highly-Parallel VLSI Systems and Neuromicroelectronics (HPSN) Dresden and Learning, Adaptive Systems and Robotics (LASR) Lab
AI Compute Paradigms
Drug Discovery via Accelerated Quantum Mechanics Simulations on Spinnaker Cloud Computing
Mentored by Jens Meiler, Christian MayrLocation: University Leipzig, Medical School, Institute for Drug Discovery
FunLog: A Functional Approach to Modular Logic Programming
Mentored by Markus Krötzsch, Sebastian RudolphLocation: TU Dresden, Chair of Knowledge-Based Systems
Neuromorphic Circuits Based on 2D Devices
Mentored by Thomas Mikolajick, Martin BogdanLocation: TU Dresden, Chair of Nanoelectronics
StochasticAI – Integrating Stochastic Modeling with AI
Mentored by Sayan Mukerhjee and Ivo SbalzariniLocation: TU Dresden or Leipzig University
Tact-Morph: Tactile Sensor & Robotics Processing on the SpiNNaker2 Neuromorphic Compute Platform
Mentored by Christian Mayr and Roberto CalandraLocation: TU Dresden, Chair of Highly-Parallel VLSI Systems and Neuromicroelectronics (HPSN) Dresden and Learning, Adaptive Systems and Robotics (LASR) Lab
Intelligent Medical Devices
AI Methods for Health
An Artificial Intelligence to Discover the Determinants of Microbiome-Transporter Interrelations
Mentored by Jens Meiler and Peter StadlerLocation: University of Leipzig, Interdisciplinary Centre for Bioinformatics
Drug Discovery via Accelerated Quantum Mechanics Simulations on Spinnaker Cloud Computing
Mentored by Jens Meiler, Christian MayrLocation: University Leipzig, Medical School, Institute for Drug Discovery
From protein structure prediction to explainable AI in Oncology
Mentored by Jakob Nikolas Kather & Jens MeilerLocation: Else Kroener Fresenius Center for Digital Health or Leipzig University, Institute of Drug Discovery
Natural Neural Networks Inspire Artificial Neural Networks in Therapeutic Design
Mentored by Martin Bogdan and Jens MeilerLocation: Leipzig University, Department of Neuromorphic Information Processing or Leipzig University, Institute of Drug Discovery
RobSurgVis: Vision-Language Model meets Next-Generation Robotic Surgery
Mentored by Stefanie Speidel, Frank FitzekLocation: UKD Dresden, National Center for Tumor Diseases (NCT) and TU Dresden, ComNets Chair
Societal Framework for AI
Multi-agent Belief Management
Mentored by Sebastian Rudolph, Markus KrötzschLocation: TU Dresden, Chair of Computational Logic