MaskTerial: a foundation model for automated 2D material flake detection Article Swipe

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Jan-Lucas Uslu , A. N. Nekrasov , Alexander Hermans , Bernd Beschoten , Bastian Leibe , Lutz Waldecker , Christoph Stampfer ·

YOU? · · 2025 · Open Access · · DOI: https://doi.org/10.1039/d5dd00156k

MaskTerial is a foundation model for 2D material flake detection that uses synthetic pretraining and uncertainty modeling to enable fast adaptation to new materials with as few as 5–10 images.

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Type: article
Language: en
Landing Page: https://doi.org/10.1039/d5dd00156k
PDF: https://pubs.rsc.org/en/content/articlepdf/2025/dd/d5dd00156k
OA Status: diamond
References: 33
OpenAlex ID: https://openalex.org/W4415813390

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OpenAlex ID: https://openalex.org/W4415813390

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DOI: https://doi.org/10.1039/d5dd00156k

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Title: MaskTerial: a foundation model for automated 2D material flake detection

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Type: article

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Language: en

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Publication year: 2025

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Publication date: 2025-01-01

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Authors: Jan-Lucas Uslu, A. N. Nekrasov, Alexander Hermans, Bernd Beschoten, Bastian Leibe, Lutz Waldecker, Christoph Stampfer

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Landing page: https://doi.org/10.1039/d5dd00156k

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PDF URL: https://pubs.rsc.org/en/content/articlepdf/2025/dd/d5dd00156k

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OA status: diamond

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OA URL: https://pubs.rsc.org/en/content/articlepdf/2025/dd/d5dd00156k

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Cited by: 0

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References (count): 33

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