At a glance
In the “Data management and analysis” topic, the neutron SimLab at the Jülich Centre for Neutron Science (JCNS) focuses on the evaluation, interpretation, and secure processing and storage of data from neutron experiments. The teams are also developing new data analysis techniques and designing digital twins of existing neutron facilities.
Challenges
The data volumes generated during neutron experiments investigating materials can range from a few gigabytes to several terabytes per experiment. For example, diffraction experiments that collect 3D data on the structure of materials could easily generate several hundred gigabytes of data. Neutron imaging experiments that create 2D or 3D images of samples can generate terabytes of data, depending on the image resolution and the number of images captured.
The efficient processing of these data thus requires a combination of advanced technology, powerful computing and storage resources, and specialized algorithms, as well as close collaboration between IT experts and scientists.
Solutions
The neutron SimLab at JCNS is the central point of contact for the development and application of new computational methods and software tools required for the analysis of complex data sets from JCNS’ neutron scattering experiments and complementary methods. The experts at the neutron SimLab support researchers in managing their data efficiently, using innovative analysis tools, and integrating new technologies such as AI and cloud computing into their work.
The neutron SimLab has access to the world’s fastest and most powerful high-performance computers at the Jülich Supercomputing Centre (JSC). The teams develop specialized software tools, algorithms, and AI methods for the analysis of neutron data on these supercomputers. They realize simulations and digital twins of neutron scattering experiments, support the processing and visualization of experimental data, and contribute to the improvement of data quality and evaluation. Efficient data management systems help to ensure secure storage and management of valuable experimental data.
Through these diverse solutions, the neutron SimLab makes a significant contribution to increasing the efficiency and accuracy of data processing and analysis in neutron experiments and thus maximizing scientific findings.
contact
Dr. Marina Ganeva
Head of JCNS Neutron SimLab
- Jülich Centre for Neutron Science (JCNS)
- Neutron Methods (JCNS-4)
Room 03.59