Machine Learning

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Machine Learning (ML)

Multi-Scale and multiphysics models can be used along very different research and engineering directions. The most prominent field of multiscale materials modeling lies in predicting relations between structure, processing and properties of complex materials beyond the regimes that have been probed experimentally. Another important field of high interest in that context lies in the use of models for predicting so far unknown materials structures, properties or performance. The third essential field lies in developing adequate multiscale models that can be used for process simulation, in the best case even for online structure - property predictions of materials during manufacturing.