Fraunhofer SCAI develops innovative methods in Computational Science and actively supports their take-up in industrial practice. The institute combines mathematical and computational knowledge with a focus on algorithms – bringing benefits to customers and partners.
In industry, simulations reduce development time. However, growing demands on simulation accuracy lead to increasing computing times. SCAI is developing new technologies to shorten the duration of individual simulation runs.
Wind turbines, airplanes and artificial heart valves are examples for structures, whose development requires the solution of coupled fluid dynamics and structural mechanics problems, or – more generally – multidisciplinary problems. The MpCCI CouplingEnvironment provides a framework for the solution of multidisciplinary applications.
aims to gain a common understanding of and interoperable definitions for virtual material models in CAE. Using industrial use cases from major material domains and with representative manufacturing processes, new concepts will be created for a universal material exchange interface for virtual engineering workflows.
Quantum computers promise to solve certain problems orders of magnitude faster than conventional digital computers. However, this requires new algorithms and solution methods.
TREMOLO-X is a powerful software package used for the numerical simulation of interactions between atoms and molecules, the molecular dynamics. It provides the environment to design new innovative materials. TREMOLO-X is successfully applied in many projects in nanotechnology, material science, biochemistry and biophysics.
New machine learning methods are enabling better understanding and processing of crash test development data. The SAFECAR-ML project is developing an automated solution for documenting virtual crash tests based on artificial intelligence (AI).
The direct transfer of ML research to industry is the aim of the Fraunhofer Research Center for Machine Learning within the research cluster »Cognitive Internet Technologies«.