1. //
  2. Start
  3. //
  4. Publications
  5. Editorial: Machine Learning and Data Min...
  6. Output formats
  7. //

Editorial: Machine Learning and Data Mining in Materials Science

Research output: Journal contributions › Other (editorial matter etc.) › Research

Standard

Editorial: Machine Learning and Data Mining in Materials Science. / Huber, Norbert; Kalidindi, Surya R.; Klusemann, Benjamin et al.
In: Frontiers in Materials, Vol. 7, 51, 28.02.2020.

Research output: Journal contributions › Other (editorial matter etc.) › Research

Harvard

Huber, N, Kalidindi, SR, Klusemann, B & Cyron, CJ 2020, 'Editorial: Machine Learning and Data Mining in Materials Science', Frontiers in Materials, vol. 7, 51. https://doi.org/10.3389/fmats.2020.00051

APA

Huber, N., Kalidindi, S. R., Klusemann, B., & Cyron, C. J. (2020). Editorial: Machine Learning and Data Mining in Materials Science. Frontiers in Materials, 7, Article 51. https://doi.org/10.3389/fmats.2020.00051

Vancouver

Huber N, Kalidindi SR, Klusemann B, Cyron CJ. Editorial: Machine Learning and Data Mining in Materials Science. Frontiers in Materials. 2020 Feb 28;7:51. doi: 10.3389/fmats.2020.00051

Bibtex

@article{26c66e791578444d9e35d5a14b8408c2,
title = "Editorial: Machine Learning and Data Mining in Materials Science",
keywords = "data mining, machine learning, machining of data, materials design, materials processing, scale bridging, Engineering",
author = "Norbert Huber and Kalidindi, {Surya R.} and Benjamin Klusemann and Cyron, {Christian J.}",
note = "This work was supported by the Deutsche Forschungsgemeinschaft (DFG, German Research Foundation)—Project Number 192346071 - SFB 986 “Tailor-Made Multi-Scale Materials Systems: M3”, projects B4 and B9, and by the Office of Naval Research N00014-18-1-2879.",
year = "2020",
month = feb,
day = "28",
doi = "10.3389/fmats.2020.00051",
language = "English",
volume = "7",
journal = "Frontiers in Materials",
issn = "2296-8016",
publisher = "Frontiers Media",

}

RIS

TY - JOUR

T1 - Editorial: Machine Learning and Data Mining in Materials Science

AU - Huber, Norbert

AU - Kalidindi, Surya R.

AU - Klusemann, Benjamin

AU - Cyron, Christian J.

N1 - This work was supported by the Deutsche Forschungsgemeinschaft (DFG, German Research Foundation)—Project Number 192346071 - SFB 986 “Tailor-Made Multi-Scale Materials Systems: M3”, projects B4 and B9, and by the Office of Naval Research N00014-18-1-2879.

PY - 2020/2/28

Y1 - 2020/2/28

KW - data mining

KW - machine learning

KW - machining of data

KW - materials design

KW - materials processing

KW - scale bridging

KW - Engineering

UR - http://www.scopus.com/inward/record.url?scp=85082652572&partnerID=8YFLogxK

UR - https://www.mendeley.com/catalogue/38fb45cd-1b6c-375b-a4f7-4b4b80e1bc40/

U2 - 10.3389/fmats.2020.00051

DO - 10.3389/fmats.2020.00051

M3 - Other (editorial matter etc.)

AN - SCOPUS:85082652572

VL - 7

JO - Frontiers in Materials

JF - Frontiers in Materials

SN - 2296-8016

M1 - 51

ER -

Related by journal

Novel Magnesium Based Materials: Are They Reliable Drone Construction Materials? A Mini Review

Höche, D., Weber, W. E., Gazenbiller, E., Gavras, S., Hort, N. & Dieringa, H., 23.04.2021, In: Frontiers in Materials. 8, 7 p., 575530.

Research output: Journal contributions › Scientific review articles › Research

A Review of the Application of Machine Learning and Data Mining Approaches in Continuum Materials Mechanics

Bock, F. E., Aydin, R. C., Cyron, C. C., Huber, N., Kalidindi, S. R. & Klusemann, B., 15.05.2019, In: Frontiers in Materials. 6, 23 p., 110.

Research output: Journal contributions › Scientific review articles › Research

Other publications by the same author(s)

Three-dimensional mapping of residual stresses and crack propagation in refill friction stir spot welded aluminium samples via synchrotron X-ray diffraction and X-ray micro-computed tomography

Bernardi, M., Canelo-Yubero, D., Chen, T., Suhuddin, U. F. H., Bergmann, L. & Klusemann, B., 01.2026, In: International Journal of Fatigue. 202, 11 p., 109223.

Research output: Journal contributions › Journal articles › Research › peer-review

Additive friction stir deposition vs. friction surfacing: Comparison of friction stir-based approaches for groove repair of high strength aluminum alloys

Kallien, Z., Rojas, V. A., Aspes, P., Swinney, A. N., Fleck, T. J., Jordon, J. B., Allison, P. G. & Klusemann, B., 10.2025, In: Materials and Design. 258, 14 p., 114511.

Research output: Journal contributions › Journal articles › Research › peer-review

A multi-component phase-field model for T1 precipitates in Al-Cu-Li alloys

Reza Safi, A., Mathew, E., Chafle, R. & Klusemann, B., 15.09.2025, In: Modelling and Simulation in Materials Science and Engineering. 33, 6, 31 p., 065009.

Research output: Journal contributions › Journal articles › Research › peer-review

An analytical predictor machine learning corrector scheme for modeling lateral flow in hot strip rolling

Hashemzadeh, A., Bock, F. E., Hol, C., Schutte, K., Cometa, A., Soyarslan, C., Klusemann, B. & Van Den Boogaard, T., 2025, Material Forming, ESAFORM 2025: The 28th International ESAFORM Conference on Material Forming – ESAFORM 2025 – held in Paestum (Italy), 7-9 May, 2025. Carlone, P., Filice, L. & Umbrello, D. (eds.). Millersville: MaterialsResearchForum LLC, p. 2002-2011 10 p. (Materials Research Proceedings; vol. 54).

Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review

Combining fusion-based and solid-state additive manufacturing: Investigation of additive DED structures with friction surfacing interlayer

Kallien, Z., Eimer, E., Roos, A., Ortolland, V., Rath, L., Williams, S. & Klusemann, B., 07.2025, In: Additive Manufacturing Letters. 14, 12 p., 100302.

Research output: Journal contributions › Journal articles › Research › peer-review

Documents

DOI

Recently viewed

Activities

  1. Affective Human-Robot Interaction – The Influence of Humans’ Emotion Recognition Ability
  2. Why Being Democratic is Just Not Enough: The EU’s Governance Transfer
  3. LiveDMA
  4. Blogs in the Foreign Language Classroom
  5. Extending Working Lives in Organizations: The Later Life Workplace Index for Successful Management of an Aging Workforce
  6. Die Dokumentarische Methode
  7. Laboratory Tests with various Oxidants.
  8. Implementation of Organizational Practices for Older Workers: Facilitating and Hindering Internal and External Factors
  9. Norbert Reich Memorial Lecture 2017
  10. Dynamics Days Europe 2018
  11. BNE sowie Trasformatives Lernen in der Hochschullehre
  12. (University) support programmes and sustainable regional development: Why, how, and with what impact?
  13. HOW SUSTAINABILITY ACCOUNTING CONTRIBUTES TO IMPROVED INFORMATION MANAGEMENT AND MANAGEMENT CONTROL
  14. Co-determination Workshop Lüneburg 2010
  15. Applied Linguistics (Fachzeitschrift)

Publications

  1. Rapid Prototyping of a Mechatronic Engine Valve Controller for IC Engines
  2. Canopy structure influences arthropod communities within and beyond tree identity effects
  3. Complex Trait-Treatment-Interaction analysis
  4. An Exploration of humans‘ ability to recognize emotions displayed by robots
  5. Psychometric approaches to language testing and linguistic profiling
  6. Examining how AI capabilities can foster organizational performance in public organizations
  7. "If you like something, you want it to develop."
  8. Rethinking Economic Practices and Values As Assemblages of More-Than-Human Relations
  9. A highly transparent method of assessing the contribution of incentives to meet various technical challenges in distributed energy systems
  10. Mapping ecosystem services in Colombia
  11. In situ synchrotron diffraction of the solidification of Mg4Y3Nd
  12. Non-acceptances in context
  13. Impact of above- and below-ground invertebrates on temporal and spatial stability of grassland of different diversity
  14. Do Linguistic Features Influence Item Difficulty in Physics Assessments?
  15. Pathways and mechanisms for catalyzing social impact through Orchestration: Insights from an open social innovation project
  16. Impacts beyond experimentation - Conceptualising emergent impacts from long-term real-world laboratory processes
  17. Operationalising the leverage points perspective for empirical research
  18. Papers from the 10th Lancaster University Postgraduate Conference in Linguistics and Language Teaching 2015
  19. Experimental and numerical analysis of material flow in porthole die extrusion
  20. Predictive modeling in e-mental health
  21. Log in and breathe out: cost-effectiveness of internet-based recreation training for better sleep in stressed employees
  22. Towards greener and sustainable ionic liquids using naturally occurring and nature-inspired pyridinium structures
  23. Reconstructing the “biopiracy” debate from a justice perspective
  24. Intelligent software system for replacing a force sensor in the case of clearance measurement
  25. Direct measurement of cognitive load in multimedia learning