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발행년	- (예 : 2010-2015)

DRAGen – A deep learning supported RVE generator framework for complex microstructure models

Academic Journal

Henrich, Manuel; Fehlemann, Niklas; Bexter, Felix; Neite, Maximilian; Kong, Linghao; Shen, Fuhui; Könemann, Markus; Dölz, Michael; Münstermann, Sebastian

In Heliyon August 2023 9(8)

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Irregular microstructure-property linkage for cast alloys by a novel deep learning approach: Application on cast austenitic stainless steel

Academic Journal

Ma, Bohao; He, Jinshan; Ramazani, Ali; Fehlemann, Niklas; Wang, Xitao; Münstermann, Sebastian

In Materials Today Communications June 2023 35

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A data driven computational microstructure analysis on the influence of martensite banding on damage in DP-steels

Academic Journal

Pütz, Felix; Fehlemann, Niklas; Göksu, Volkan; Henrich, Manuel; Könemann, Markus; Münstermann, Sebastian

In Computational Materials Science 5 February 2023 218

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Identification of Martensite Bands in Dual‐Phase Steels: A Deep Learning Object Detection Approach Using Faster Region‐Based‐Convolutional Neural Network.

Academic Journal

Fehlemann, Niklas; Suarez Aguilera, Ana Lia; Sandfeld, Stefan; Bexter, Felix; Neite, Maximilian; Lenz, David; Könemann, Markus; Münstermann, Sebastian

Steel Research International. Jul2023, Vol. 94 Issue 7, p1-13. 13p.

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Stand der Untersuchungen zu Werkstoffanforderungen hochfester Stähle S700 bis S960 – FOSTA‐Forschungsverbund HOCHFEST.

Academic Journal

Feldmann, Markus; Meissner, Mirco; Bartsch, Helen; Münstermann, Sebastian; Fehlemann, Niklas; Könemann, Markus

Stahlbau. Aug2023, Vol. 92 Issue 8, p468-483. 16p.

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Investigations on material requirements of high-strength steels - FOSTA research network HOCHFEST

Academic Journal

Feldmann, Markus; Meissner, Mirco; Bartsch, Helen; Muenstermann, Sebastian; Fehlemann, Niklas; Koenemann, Markus

STAHLBAU; JUL 12 2023, 16p.

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A data driven computational microstructure analysis on the influence of martensite banding on damage in DP-steels

Academic Journal

Puetz, Felix; Fehlemann, Niklas; Goeksu, Volkan; Henrich, Manuel; Koenemann, Markus; Muenstermann, Sebastian

COMPUTATIONAL MATERIALS SCIENCE; FEB 5 2023, 218 p111903 14p.

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Generating Input Data for Microstructure Modelling: A Deep Learning Approach Using Generative Adversarial Networks.

Academic Journal

Pütz, Felix; Henrich, Manuel; Fehlemann, Niklas; Roth, Andreas; Münstermann, Sebastian

Materials (1996-1944). Oct2020, Vol. 13 Issue 19, p4236. 1p.

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Generating Input Data for Microstructure Modelling: A Deep Learning Approach Using Generative Adversarial Networks

Academic Journal

Puetz, Felix; Henrich, Manuel; Fehlemann, Niklas; Roth, Andreas; Muenstermann, Sebastian

MATERIALS; OCT 2020, 13 19, p4236 15p.

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