Research Training Group

Research area 1:

Artificial intelligence and data science - method development and data analysis

Postdoc

Dr. Hamid Ebrahimy

Profile picture of Dr. Hamid Ebrahimy
© Joint Lab

Postdoc for Research Area 1:
Artificial Intelligence and Data Science - Method Development and Data Analysis

more about   Hamid Ebrahimy

Doctoral candidates

Viacheslav Barkov (Slava)

Profile picture of Viacheslav Barkov
© Anh-Duy Pham

Advanced Machine Learning Regression Methods for Natural System Parameter Estimation from Remote and Proximal Sensing Data

more about  Viacheslav Barkov

Clara Lößl

Profile picture of Clara Lößl
© Joint Lab

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

more about  Clara Lößl

Moritz Lucas

#Striegel #Landtechnik #MuD IPB
© Eva Lukassen

Mapping Trees outside Forest, using multisensor Earth-Observation Data and Deep Learning

more about  Moritz Lucas

Nikolas Müller

Portrait of Nikolas Müller
© Nikolas Müller

Freddy Sikouonmeu

© Laura Carolin Rheinfels

Explainable AI Methods for Multimodal Data in the Bioeconomy

Research area 2:

Distributed autonomous systems in agriculture - sensor networks, robot control and data acquisition

Postdoc

Dr. Thomas Hänel

Portrait Picture of Thomas Hänel
© Lennart Kaiser

Postdoc for the research area 2:
Autonomous Systems - Sensor Networks, Robot Control and Data Acquisition

more about  Thomas Hänel

Doctoral candidates

Mario Dyczka

Portait von Mario Dyczka
© Mario Dyczka

Deployment Strategies for in-situ Sensors in Agriculture

more about  Mario Dyczka

David Rolfes

#Striegel #Landtechnik #MuD IPB
© Jessica Kick

Reconfigurable ROS Nodes for Modular Agricultural Robots

more about  David Rolfes

Lennart Kaiser

Portrait von Lennart Kaiser
© Jessica Kick

Networks as a Sensor in Agriculture

more about  Lennart Kaiser

Verena Tessaro

#Striegel #Landtechnik #MuD IPB
© Dirk-Niklas Müller

Simulation of Environment Sensors - towards digital twins of autonomous agricultural machines

more about  Verena Tessaro

Research area 3:

Hybrid process and system modeling - application-based development of process controls and digital twins

Postdoc

Dr. rer. nat. Juan Carlos Saborío Morales

© Laura Carolin Rheinfels

Postdoc for the research area 3:
Hybrid Process and System Modeling - Application-based Development of Process Controls and Digital Twins

more about  Juan Carlos Saborío Morales

Doctoral candidates

Jonas Schmidinger

© Moritz Lucas

Trustworthy Intelligent Soil Mapping

more about  Jonas Schmidinger

Kevin von Bargen

Profile photo of Kevin von Bargen
© Jessica Kick

Intelligent Processes for High-Quality Fruit Drying

more about  Kevin von Bargen

Tim Wollschläger

Profile picture of Tim Wollschläger
© Jessica Kick

Development of predictive models to control the anaerobic digestion process

more about  Tim Wollschläger

Mandala of Westenholz

Profile picture of Mandala von Westenholz
© Fabian von Westenholz

Poisson Point Processes in application of data analysis

more about  Mandala von Westenholz