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Topic: Machine Learning in Materials Science ×

Journal / venue: PAMM ×

Open access only Cited by patents (Lens) Include non-Aachen papers (citing/cited)

Papers in Machine Learning in Materials Science 5

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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
Data‐driven inverse design and optimisation of silica aerogel model networks
2023 PAMM article Materials Science Machine Learning in Materials Science Open access

Prakul Pandit, Rasul Abdusalamov, Mikhail Itskov, Barbara Milow, Ameya Rege

4

citations
Objectivity and accuracy enhancement within ANN‐based multiscale material modeling
2023 PAMM article Materials Science Machine Learning in Materials Science Open access

Yousef Heider, WaiChing Sun

3

citations
Constitutive artificial neural networks: a general anisotropic constitutive modeling framework utilizing machine learning
2021 PAMM article Materials Science Machine Learning in Materials Science Open access

Markus Hillgärtner, Kevin Linka, Kian P. Abdolazizi, Roland Can Aydin, Mikhail Itskov, Christian Johannes Cyron

3

citations
Artificial Intelligence‐Based Detection of Local Spots in Network Materials Prone to Mechanical Failure
2024 PAMM article Materials Science Machine Learning in Materials Science Open access

Bhagyashri Bachhav, Zhao Wu, Bernd A. Markert, Franz Bamer

0

citations

5 results