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Papers matching “data mapping” 22

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Putting High-Index Cu on the Map for High-Yield, Dry-Transferred CVD Graphene
2023 ACS Nano article Materials Science Graphene research and applications Open access cited by 2 patents

Oliver J. Burton, Zachary Winter, Kenji Watanabe, Takashi Taniguchi, Bernd Beschoten, Christoph Stampfer, +1 more

22

citations
kMap.py: A Python program for simulation and data analysis in photoemission tomography
2021 Computer Physics Communications article Materials Science Electron and X-Ray Spectroscopy Techniques Open access

Dominik Brandstetter, Xiaosheng Yang, Daniel Lüftner, Frank Stefan Tautz, Peter Puschnig

1

citations
Deep-learning map segmentation for protein X-ray crystallographic structure determination
2024 Acta Crystallographica Section D Structural Biology article Materials Science Enzyme Structure and Function Open access

Pavol Skubák

0

citations
A Machine Learning Enabled Image‐data‐driven End‐to‐end Mechanical Field Predictor For Dual‐Phase Steel
2023 PAMM article Materials Science Machine Learning in Materials Science Open access

Binbin Lin, Setareh Medghalchi, Sandra Korte‐Kerzel, Bai‐Xiang Xu

10

citations
Workflow for high‐resolution phase segmentation of cement clinker from combined BSE image and EDX spectral data
2021 Journal of Microscopy article Materials Science Electron and X-Ray Spectroscopy Techniques Open access

Mingze Jiang, Christiane Rößler, Eva Wellmann, Jop Klaver, Florian Kleiner, Joyce Schmatz

10

citations
Accelerated composition optimization of hybrid perovskites via data-driven materials design, DFT calculations and synthesis
2025 Materials & Design article Materials Science Machine Learning in Materials Science Open access

Nane Petrosyan, Gurgen Kolotyan, Arpine Kozmanyan, Hayk Zakaryan, Michael Josef Schöning, A. V. Asatryan, +1 more

4

citations
Machine learning for hydrogen technologies: A comprehensive review of challenges, opportunities, and emerging trends
2025 International Journal of Hydrogen Energy article Materials Science Machine Learning in Materials Science Open access

Robin van der Laag, Thomas Bäck, Yingjie Fan

22

citations
Framework for a Digital Twin System in Corrosion Prediction
2026 Digital twins and applications. article Materials Science Corrosion Behavior and Inhibition Open access

Marcel Gollé‐Leidreiter, Pascal Reinhold, Konstantin Kapfer, Andreas Mittelbach, Julia Kowalski

0

citations
EDS and WDS Analysis of Ni-Si Samples at Low Acceleration Voltages
2023 Microscopy and Microanalysis article Materials Science Electron and X-Ray Spectroscopy Techniques Open access

Ralf Terborg, Silvia Richter

1

citations
Flat Γ Moiré Bands in Twisted Bilayer WSe 2
2023 Physical Review Letters article Materials Science 2D Materials and Applications Open access

G. Gatti, J. Issing, Louk Rademaker, Florian Margot, Tobias A. de Jong, Sense Jan van der Molen, +13 more

46

citations
Reduced-order structure-property linkages for stochastic metamaterials
2025 Physical Review Materials article Materials Science Machine Learning in Materials Science Open access

Hooman Danesh, Maruthi Annamaraju, Tim Brepols, Stefanie Reese, Surya R. Kalidindi

0

citations
Structural and Magnetic Properties of Co0.5Ni0.5Ga0.01Gd0.01Fe1.98O4/ZnFe2O4 Spinel Ferrite Nanocomposites: Comparative Study between Sol-Gel and Pulsed Laser Ablation in Liquid Approaches
2021 Nanomaterials article Materials Science Magnetic Properties and Synthesis of Ferrites Open access

Munirah Abdullah Almessiere, Sadik Güner, Y. Slimani, Muhammad Hassan, Abdulhadi BAYKAL, M.A. Gondal, +2 more

81

citations
Linking three-dimensional microstructure and nanoindentation hardness using machine learning
2026 Communications Materials article Materials Science Machine Learning in Materials Science Open access

R. Chen, Steffen Brinckmann, Weiguang Yang, Ruth Schwaiger

0

citations
Graph Neural Networks for Prediction of Fuel Ignition Quality
2020 Energy & Fuels article Materials Science Machine Learning in Materials Science

Artur M. Schweidtmann, Jan G. Rittig, Andrea Anna König, Martin Grohe, Alexander Mitsos, Manuel Dahmen

142

citations
Research hotspots and trends of biodegradable magnesium and its alloys
2023 Smart Materials in Medicine article Materials Science Magnesium Alloys: Properties and Applications Open access

Rui Zan, Sheng Shen, Yuanding Huang, Yu Han, Yaohui Liu, Shi X. Yang, +6 more

36

citations
Tailoring Crystallization Kinetics of Chalcogenides for Photonic Applications
2021 Advanced Electronic Materials article Materials Science Phase-change materials and chalcogenides Open access

Maximilian J. Müller, Aakash Yadav, Christoph Persch, Sophia Wahl, Felix Hoff, Matthias Wuttig

28

citations
Magnetic structure of the magnetoelectric material Ba 2 MnGe 2 O 7
2023 Physical review. B./Physical review. B article Materials Science Multiferroics and related materials Open access

Andrew Sazonov, Henrik Thoma, Rajesh Dutta, Martin Meven, Arsen Gukasov, R. Fittipaldi, +4 more

5

citations
Exploring chemistry and catalysis by biasing skewed distributions via deep learning
2026 Nature Communications article Materials Science Machine Learning in Materials Science Open access

Zhikun Zhang, GiovanniMaria Piccini

4

citations
Machine learning-accelerated CALPHAD analysis of impurity-driven intermetallic formation in secondary AlSi7Mg0.3
2026 npj Materials Sustainability article Materials Science Machine Learning in Materials Science Open access

Lukas C. Jarren, Alexandre Viardin, Eugen Gazenbiller, Markus Apel, Janin Eiken, Qiqi Li, +2 more

3

citations
Magnetic structure of the magnetoelectric material Ba$_2$MnGe$_2$O$_7$
2023 RWTH Publications (RWTH Aachen) article Materials Science Multiferroics and related materials Open access

A. Sazonov, H. Thoma, Ramit Dutta, M. Meven, Arsen Gukasov, R. Fittipaldi, +4 more

1

citations
VO 2 Thin-Film Transducer for Steady-State Thermal Conductivity Measurements
2025 ACS Photonics article Materials Science Thermal properties of materials Open access

Ilaria Delbono, P. Schroeder, Boris Kalinic, Carlo Scian, Irving Alonzo-Zapata, Frédéric Dumas-Bouchiat, +6 more

1

citations
Improved oxidation resistance of B-overstoichiometric Hf0.33-xAlxB0.67+y compared to Ti0.33-xAlxB0.67+y thin films: The role of point defects on grain boundary composition
2026 Materials & Design article Materials Science Advanced ceramic materials synthesis Open access

Sameer Aman Salman, Pauline Kümmerl, Sebastian Lellig, Amir Hossein Navidi Kashani, Devi Janani Ramesh, Stanislav Mráz, +6 more

0

citations

22 results