Event · June 4, 2024

'Universal machine learning based on probabilistic intelligence' at the CADFEM Conference 2024 in Rapperswil, Switzerland

PI Probaligence presents "Universal Machine Learning based on Probabilistic Intelligence" at the CADFEM Conference 2024 in Rapperswil, Switzerland on June 20, 2024 at 11:35, a German-language introduction to the ML software STOCHOS by Dr. Dmitrij Ivanov.

Session slide for the CADFEM Conference 2024 Artificial Intelligence track: Universal machine learning based on probabilistic intelligence, presented by Dmitrij Ivanov of PI Probaligence GmbH, with the Ansys Apex Channel Partner logo and a portrait of the speaker.

The presentation introduces the data-driven ML software solution STOCHOS. At its core is the self-developed algorithm Deep Infinite Mixture of Gaussian Processes (DIM-GP), which combines different ML approaches with a strong focus on sample- and resource-efficient machine learning. It supports the R&D expert as an intelligent co-pilot and takes over the adjustment of all ML-relevant parameters, so users need no ML knowledge and can concentrate entirely on their own expertise. The presentation shows the variety of applications and the performance of STOCHOS using examples.

Details:

  • Language: German
  • Time: 11:35
  • Location: Obersee Campus, Oberseestrasse 10, 8640 Rapperswil-Jona
  • Speaker: Dr. Dmitrij Ivanov, PI Probaligence GmbH
Next step
Science
How STOCHOS works

The DIM-GP model in plain language.

Interactive demo
Try to beat STOCHOS

Three use cases, about two minutes each.

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