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Forschungsbereiche und Projekte
Forschungsbereich 1:
Künstliche Intelligenz und Data Science - Methodenentwicklung und Datenanalyse
Bereichssprecher*innen:
Prof. Dr. Martin Atzmüller (UOS)
Prof. Dr. Marina Höhne (ATB)
Postdoc: Hamid Ebrahimy
Projekt: Explainable AI Methods for Multimodal Data in the Bioeconomy
Projektteam -> zu besetzen! (Ph.D. Student), Prof. Dr. Martin Atzmüller (UOS), Prof. Dr. Marina Höhne (ATB)
Projekt: Monitoring biodiversity of agroforestry systems, using multisensor Earth-Observation data and deep learning
Projektteam -> Moritz Lucas (Ph.D. Student), Prof. Dr. Björn Waske (UOS), Dr.-Ing. Ralf Pecenka (ATB)
Projekt: Informed Machine Learning on Sparse Data and Information in the context of barn climate and emissions
Projektteam -> Anh-Duy Pham (Ph.D. Student), Prof. Dr. Martin Atzmüller (UOS), Prof. Dr. Tim Römer (UOS), Dr.-Ing. David Janke (ATB), Prof. Dr. Thomas Amon (ATB)
Projekt: Integrated AI analysis of geometric and spectral UAV data using machine learning to derive high-resolution bio-physical and bio-chemical plant properties in agroforestry systems
Projektteam -> Clara Lößl (Ph.D. Student), Dr. Thomas Jarmer (UOS), Dr.-Ing. Ralf Pecenka (ATB)
Forschungsbereich 2:
Autonome Systeme - Sensornetzwerke, Robotersteuerung und Datenerfassung
Bereichssprecher*innen:
Prof. Dr.-Ing. Mario Porrmann (UOS)
Prof. Dr.-Ing. Cornelia Weltzien (ATB)
Postdoc: Dr. Thomas Hänel
Projekt: Deployment Strategies for in-situ Sensors in Agriculture
Projektteam -> zu besetzen! (Ph.D. Student), Prof. Dr. Nils Aschenbruck (UOS), Prof. Dr. Marina Höhne (ATB), Dr. Sebastian Vogel (ATB), Dr.-Ing. Volker Dworak (ATB)
Projekt: Simulation of Environment Sensors – towards digital twins of autonomous agricultural machines
Projektteam -> Verena Tessaro (Ph.D. Studentin), Prof. Dr.-Ing. Mario Porrmann (UOS), Prof. Dr.-Ing. Cornelia Weltzien (ATB), Prof. Dr.-Ing. Heiko Tapken (HOS)
Projekt: Networks as a Sensor in Agriculture
Projektteam -> Lennart Kaiser (Ph.D. Student), Prof. Dr. Nils Aschenbruck (UOS), Dr. Sebastian Vogel (ATB), Dr.-Ing. Volker Dworak (ATB)
Projekt: Reconfigurable ROS Nodes for Modular Agricultural Robots
Projektteam -> David Rolfes (Ph.D. Student), Prof. Dr.-Ing. Mario Porrmann (UOS), Dr.-Ing. Volker Dworak (ATB), Prof. Dr. Stefan Stiene (HOS)
Forschungsbereich 3:
Hybride Prozess- und Systemmodellierung - Anwendungsbasierte Entwicklung von Prozesssteuerungen und Digitalen Zwillingen
Bereichssprecher*innen:
Prof. Dr. Tim Römer (UOS)
Prof. Dr. Annette Prochnow (ATB)
Postdoc: to be filled
Projekt: Trustworthy Intelligent Soil Mapping
Projektteam -> Jonas Schmidinger (Ph.D. Student), Prof. Dr. Martin Atzmüller (UOS), Dr. Sebastian Vogel (ATB)
Projekt: Intelligent Processes for High-Quality Fruit Drying
Projektteam -> Kevin von Bargen (Ph.D. Student), Prof. Dr. Tim Römer (UOS), Dr. Sharvari Raut (ATB), Prof. Dr. Barbara Sturm (ATB)
Projekt: Modeling Sensor Data For Knowledge Discovery And Explainable Decision-Making
Projektteam -> Viacheslav Barkov (Ph.D. Student), Prof. Dr. Martin Atzmüller (UOS), Dr. agr. Robin Gebbers (ATB)
Projekt: Development of predictive models to control the anaerobic digestion process
Projektteam -> Tim Wollschläger (Ph.D. Student), Prof. Dr. Andreas Focks (UOS), Prof. Dr. Tim Römer (UOS), Dr. Susanne Theuerl (ATB), Dr. Christiane Herrmann (ATB)
Drittmittelprojekte
Künstliche Intelligenz und Datenanalyse (2023 - 2024)
Industrieprojekt (Landtechnik)
Projektverantwortliche:
Prof. Dr. Martin Atzmüller (UOS)
Prof. Dr. Tim Römer (UOS)
