... to leverage LLM in designing graph-represented microstructures in this study. Graph representation enables the application of graph neural networks (GNNs) [ 23 , 27 , 35 – 37 ] and large language models (LLMs), which require structured data—a feature inherently provided by graph structures. Each graph...

... 2022 25 07 2023 26 07 2023 04 10 2023 hierarchical graph learning graph neural network computer-aided design material recommendation artificial intelligence graphics processing unit (GPU) computing for design and manufacturing References [1] Mouritz , A.P...