no code implementations • 11 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.
no code implementations • 7 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.