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Marc Ackermann

affiliation not provided to SSRN

SCHOLARLY PAPERS

3

DOWNLOADS

240

TOTAL CITATIONS

1

Scholarly Papers (3)

1.

Machine Learning-Based Identification of Interpretable Process-Structure Linkages in Metal Additive Manufacturing

Number of pages: 21 Posted: 08 Dec 2022
Marc Ackermann and Christian Haase
affiliation not provided to SSRN and RWTH Aachen University - Steel Institute
Downloads 119 (608,822)

Abstract:

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Metal Additive Manufacturing, Machine learning, explainable AI, P-S linkages, Microstructure

2.

Explainable Machine Learning for Predicting the Mechanical Properties in Bainitic Steels

Number of pages: 20 Posted: 07 Feb 2023
Marc Ackermann, Yao Yao and Deniz Iren
affiliation not provided to SSRN, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 61 (951,658)

Abstract:

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machine learning, explainable artificial intelligence, microstructure, bainite, martensite-austenite

3.

Automated Segmentation of Martensite-Austenite Islands in Bainitic Steel

Number of pages: 25 Posted: 25 Mar 2022
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN and RWTH Aachen University
Downloads 60 (961,006)
Citation 1

Abstract:

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Deep learning, Microstructure, bainite, martensite-austenite islands, Detectron2