Application of artificial intelligence in the field of metal forming at the LKR

Research output: Poster presentation without proceedingspeer-review

Abstract

Digitalization and artificial intelligence are an active research field at LKR. For example, automatic segmentation of recristallisation zones out of micrographs with deep learning. Another direction is the prediction of heat coefficients with transformers, learnt with public data. Supplementary we experiment with symbolic regression as parameter search method for VPSC.
Original languageEnglish
Publication statusPublished - 2022
Event12. Ranshofener Leichtmetalltage -
Duration: 6 Oct 20227 Oct 2022

Conference

Conference12. Ranshofener Leichtmetalltage
Period6/10/227/10/22

Research Field

  • Advanced Forming Processes and Components

Keywords

  • Deep Learning
  • Symbolic Regression
  • Transformer
  • Convolutional Neural Network
  • Semantic Segmentation
  • Heat Coefficient
  • Recristallisation Zones
  • VPSC

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