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Papers matching “data normalization” 12

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KNOWLEDGE GRAPH CONSTRUCTION FROM MATERIALS SCIENCE LITERATURE USING LARGE LANGUAGE MODELS AND ADVANCED DATA PREPROCESSING
2026 ChemRxiv preprint Materials Science Machine Learning in Materials Science Open access

Nasrin Mohammadi, Max Dreger, Diego Collarana, Mohammad J. Eslamibidgoli, Kourosh Malek, Michael Hermann Eikerling

1

citations
Generating Input Data for Microstructure Modelling: A Deep Learning Approach Using Generative Adversarial Networks
2020 Materials article Materials Science Machine Learning in Materials Science Open access

Felix Pütz, Manuel Henrich, Niklas C. Fehlemann, Sebastian Münstermann

26

citations
Generating Input Data for Microstructure Modelling: A Deep Learning Approach Using Generative Adversarial Networks
2020 Preprints.org preprint Materials Science Machine Learning in Materials Science Open access

Felix Pütz, Manuel Henrich, Niklas C. Fehlemann, Sebastian Münstermann

7

citations
Predicting grain boundary segregation in magnesium alloys: An atomistically informed machine learning approach
2025 Journal of Magnesium and Alloys article Materials Science Magnesium Alloys: Properties and Applications Open access

Zhuocheng Xie, Achraf Atila, Julien Guénolé, Sandra Korte‐Kerzel, Talal Al‐Samman, U. Kerzel

9

citations
A theta projection model for compressive creep behaviour of refractories at high temperature: application to alumina-spinel
2023 Meccanica article Materials Science Advanced ceramic materials synthesis Open access

Thaís Rossi Lopes Soares, Ilona Kieliba, Miguel Azenha, Thorsten Tonnesen, Paulo Barbosa Lourenço

7

citations
A Critical Examination of the Mott–Schottky Model of Grain-Boundary Space-Charge Layers in Oxide-Ion Conductors
2021 Journal of The Electrochemical Society article Materials Science Advancements in Solid Oxide Fuel Cells Open access

Adrian L. Usler, Roger A. De Souza

26

citations
Influence of synthetically generated inclusions on the stress accumulation and concentration in X65 pipeline steel
2021 IOP Conference Series Materials Science and Engineering conference-paper Materials Science Machine Learning in Materials Science Open access

Niklas C. Fehlemann, Yannik Sparrer, Felix Pütz, Markus Könemann, Sebastian Münstermann

11

citations
On Formation of Carbonaceous Impurities in Flame Spray Synthesis of Maghemite Nanoparticles
2023 preprint Materials Science Chemical and Physical Properties of Materials Open access

Ricardo Tischendorf, Kristina Duschik, Sophie Dupont, Fabian Fröde, Heinz G. Pitsch, Reinhold Kneer, +2 more

0

citations
Comment on ar-2023-14
2023 peer-review Materials Science Chemical and Physical Properties of Materials Open access

Ricardo Tischendorf, Kristina Duschik, Sophie Dupont, Heinz G. Pitsch, Reinhold Kneer, Mirko Schaper, +1 more

0

citations
Comment on ar-2023-14
2023 peer-review Materials Science Chemical and Physical Properties of Materials Open access

Ricardo Tischendorf, Kristina Duschik, Sophie Dupont, Fabian FrÃ¶de, Heinz G. Pitsch, Reinhold Kneer, +2 more

0

citations
Vertical structure of Sb-intercalated quasifreestanding graphene on SiC(0001)
2022 Physical review. B./Physical review. B article Materials Science Graphene research and applications Open access

You-Ron Lin, Susanne Wolff, Philip Schädlich, Mark Hutter, Serguei Soubatch, Tien‐Lin Lee, +4 more

14

citations
Predicting Grain Boundary Segregation in Magnesium Alloys: An Atomistically Informed Machine Learning Approach
2024 RWTH Publications (RWTH Aachen) article Materials Science Magnesium Alloys: Properties and Applications Open access

Zhuocheng Xie, Achraf Atila, Julien Guénolé, Sandra Korte‐Kerzel, Talal Al‐Samman, U. Kerzel

2

citations

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