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      AI and ML Integration

      Accelerate Development

      Integrating AI and ML into workflows can be challenging due to domain-specific analyses. SCALE.sdm simplifies this by supporting easy integration of AI and ML add-ons.

      Use advanced data analysis to evaluate designs, perform cause-and-effect analyses, and make accurate predictions, reducing development time and enhancing precision.

      Data Analysis for Deeper Insights

      Unlock the full potential of your simulation and test data!

      • Automatic pattern recognition: Enable more precise analyses
      • Reliable predictions: Accurately predict component behavior
      • Informed decision-making: Make quick and efficient choices
      • Advanced machine learning algorithms: Identify events, anomalies, and irregularities

      Integrate Your AI and ML Solutions

      Enhance your SDM system by integrating custom or third-party AI and ML solutions:

      • Easy integration: Leverage custom or external AI and ML solutions as add-ons
      • Cloud-native solution: Maximize efficiency for your system
      • Full access: Comprehensive APIs for unrestricted access to your SDM data

      Integration Examples

      The following examples illustrate how AI/ML can be integrated into SCALE.sdm with add-ons.

      SimExplore

      SimExplore leverages advanced Machine Learning algorithms to detect patterns and anomalies with precision. This not only saves time but also improves the accuracy in identifying key insights. It allows users to seamlessly analyze design alternatives, facilitating better decision-making and more efficient optimization, ultimately enhancing performance in complex simulations.

      SimExplore is a product of Fraunhofer Institute SCAI.

      FEMALYST

      FEMALYST is a CAE tool that automates the detection of unknown and unwanted behavior before engineers even open the results in a post-processor. With FEMALYST it is possible to search for deformation patterns, as well as new failure and postvalue behavior within complete development trees, containing TeraBytes of simulation results in just a few seconds.

      FEMALYST is a product of SIDACT GmbH.

      As an applied research institution, we place great importance on early, practice-oriented feedback on our simulation analysis developments based on real customer data. With SCALE.sdm as a platform at the customer’s site, we are very successful in doing this for our products SimCompare and SimExplore.
      Prof. Dr. Jochen Garcke
      Fraunhofer Institute for Algorithms and Scientific Computing SCAI​

      Discover SCALE.sdm

      Your Trial License

      We look forward to your enquiry!

      SCALE.sdm is an integrated software solution for seamless simulation data and process management, providing a powerful system solution for virtual product development.

      Contact

      Yasmina Wagner

      Distribution, Licensing

      Personal consultation

      We would like to know more about you and your project. Please use our contact form or get in touch with one of our contacts directly.