Search Results for author: Ronan Docherty

Found 2 papers, 0 papers with code

Materials science in the era of large language models: a perspective

no code implementations11 Mar 2024 Ge Lei, Ronan Docherty, Samuel J. Cooper

Large Language Models (LLMs) have garnered considerable interest due to their impressive natural language capabilities, which in conjunction with various emergent properties make them versatile tools in workflows ranging from complex code generation to heuristic finding for combinatorial problems.

Code Generation

SAMBA: A Trainable Segmentation Web-App with Smart Labelling

no code implementations7 Dec 2023 Ronan Docherty, Isaac Squires, Antonis Vamvakeros, Samuel J. Cooper

Segmentation is the assigning of a semantic class to every pixel in an image and is a prerequisite for various statistical analysis tasks in materials science, like phase quantification, physics simulations or morphological characterization.

Interactive Segmentation Segmentation

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