Search Results - "Docherty, Ronan"

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    Materials science in the era of large language models: a perspective by Lei, Ge, Docherty, Ronan, Cooper, Samuel J

    Published in Digital discovery (10-07-2024)
    “…Large Language Models (LLMs) have garnered considerable interest due to their impressive natural language capabilities, which in conjunction with various…”
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    Journal Article
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    Upsampling DINOv2 features for unsupervised vision tasks and weakly supervised materials segmentation by Docherty, Ronan, Vamvakeros, Antonis, Cooper, Samuel J

    Published 20-10-2024
    “…The features of self-supervised vision transformers (ViTs) contain strong semantic and positional information relevant to downstream tasks like object…”
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    Journal Article
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    Prediction of microstructural representativity from a single image by Dahari, Amir, Docherty, Ronan, Kench, Steve, Cooper, Samuel J

    Published 25-10-2024
    “…In this study, we present a method for predicting the representativity of the phase fraction observed in a single image (2D or 3D) of a material. Traditional…”
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    Journal Article
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    Materials science in the era of large language models: a perspective by Lei, Ge, Docherty, Ronan, Cooper, Samuel J

    Published 11-03-2024
    “…Digital Discovery, 2024,3, 1257-1272 Large Language Models (LLMs) have garnered considerable interest due to their impressive natural language capabilities,…”
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    Journal Article
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    SAMBA: A Trainable Segmentation Web-App with Smart Labelling by Docherty, Ronan, Squires, Isaac, Vamvakeros, Antonis, Cooper, Samuel J

    Published 07-12-2023
    “…Journal of Open Source Software, 9(98), 6159 (2024) Segmentation is the assigning of a semantic class to every pixel in an image and is a prerequisite for…”
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    Journal Article