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Tasks for specific themes

Datengetriebene Modellierung isotroper Elastizität mittels künstlicher neuronaler Netze

Entwicklung einer Lastwechselsteuerung für ein Phasenfeld-Ermüdungs-Modell

Stress in multilayered thin film due to the deposition and operational conditions

Datengetriebenes Multiskalenschema für Materialien mit heterogener Mikrostruktur

Developing robust machine learning optimizers further for autonomously designing microstructures

Implementing and adapting a machine learning technique for microstructure reconstruction

Transfer learning for improving microstructure descriptors based on Gram matrices of neural networks

Developing and implementing an attention mechanism for reconstructing 3D microstructures from 2D slices

Developing and implementing a microstructure descriptor based on the deep scattering spectrum

Karl Alexander Kalina

Last modified: Jul 21, 2022