The division Data Analytics and Machine Learning (IAS-8) researches and develops methods and algorithms for Machine Learning (ML), Data Analytics, Image Processing and Computer Vision. The application focus is on data and problems relevant to Jülich foci, mostly involving tasks from imaging or other gridded data. The goal is to …

IBG-2: Plant Sciences develops integrated bioeconomy concepts for the intensification and sustainability of plant production. The objective is:

• to improve yield,
• adapt the quality to various uses (food, feed, raw materials, bioenergy),
• reduce the production footprint, and
• adjust processes to the future climate and production conditions.

IBG-2 is a global …

Good water and air quality as well as pollination are of high relevance to our daily life and are linked to microscopic small organisms or particles (phytoplankton organisms and pollen). For high throughput air and water quality, as well as pollination assessment, a worldwide unique cytometer configuration allows to measure …

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The Institute of Machine Learning in Biomedical Imaging (IML) focuses on research to leverage machine learning for the grand challenges in biomedical imaging in areas of unmet clinical need. Its goal is to fundamentally transform the use of imaging for diagnostics and prognostics. Novel and affordable solutions should empower clinics …

The Institute of Neuroscience and Medicine investigates the organization and function of the human brain at its various spatial and temporal scales. The high complexity of the brain as well as its manifold changes during the lifespan and in neuropsychiatric diseases require the integration of innovative neuroimaging and high-performance computing. …

The Institute of Radiation Physics conducts research for states of matter under extreme conditions and in very small dimensions. In order to investigate fundamental physical phenomena, state-of-the-art radiation sources are used. Therefore, the establishment of novel accelerators and the further development and improvement of existing machines is an essential goal …

At the Institute of Radiooncology – OncoRay scientists specializing in medicine, physics, biology and IT work together to crucially improve the treatment of cancer by administering radiation therapy that is biologically-personalized and technically-optimized. One special feature of the institute is its close interinstitutional cooperation. Operating organizations of the joint research …

Our research at IEK-13 combines theoretical physics, computer simulations and physical modeling to study how energy materials form, function, fade and fail. Our goal: to expedite the transition of the energy system. To advance this agenda, we employ theory and computation to close gaps in understanding structural and mechanistic phenomena …

The optimal acquisition and processing of information is an essential component of many industrial and scientific tasks, as only in this way can a situation-specific execution of complex automation tasks be guaranteed. Since nowadays many systems consist of distributed components, communication plays an equally important role.

At the Institute of …

Considering human interaction when designing machine learning (ML) systems bears great potential: On the one hand, decision-making in ML systems remains imperfect in practice, thus requiring human interaction for safety-critical applications such as clinical diagnostics. On the other hand, the burden of manual training data annotation can be alleviated by …

Fully equipped Magnetic Resonance Imaging (MRI) laboratory for in vivo studies on polar and marine organisms under defined physiological conditions. We develop non-invasive multi-parameter MR techniques for investigations on the cellular-, organ- and organismal level to obtain a holistic picture of the organismic response to e.g. environmental changes.

JL MDMC will initially focus on materials characterization using three techniques: electron microscopy in the Ernst Ruska-Centre (ER-C) in FZJ and the Karlsruhe Nano Micro Facility (KMNF) at KIT, nuclear magnetic resonance in the KNMF at KIT and synchrotron-based studies at the German Engineering Materials Science Centre (GEMS) at Hereon. …

Since August 2018, the HZB group of Dr. Eva Unger (Hybrid Materials Formation and Scaling), who are based in the HySPRINT perovskite lab, and the group of Prof. Dr. Emil List-Kratochvil (Hybrid Devices) from the Integrative Research Institute for the Sciences (IRIS) of Humboldt-Universität zu Berlin (HU Berlin), have cooperated …

The group Translational Radiation Oncology represents the liaison between basic science in the laboratories and the research within the group Clinical Radiation Oncology. Within the framework of the German Cancer Consortium (DKTK) this group was newly established. Together with the Clinical Radiation Oncology group on site and in cooperation with …