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Dirk Helm

Machine learning for structure-guided materials and process design

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Dec 22, 2023
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A multi-task learning-based optimization approach for finding diverse sets of material microstructures with desired properties and its application to texture optimization

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Oct 27, 2021
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Structure-Guided Processing Path Optimization with Deep Reinforcement Learning

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Sep 21, 2020
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CupNet -- Pruning a network for geometric data

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May 11, 2020
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The Good, the Bad and the Ugly: Augmenting a black-box model with expert knowledge

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Jul 24, 2019
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