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Journal Articles

MechGPT, a Language-Based Strategy for Mechanics and Materials Modeling That Connects Knowledge Across Scales, Disciplines, and Modalities

Markus J. Buehler
Journal: Applied Mechanics Reviews
Publisher: ASME
Article Type: Research-Article
Appl. Mech. Rev. March 2024, 76(2): 021001.
Paper No: AMR-23-1057
https://doi.org/10.1115/1.4063843
Published Online: January 10, 2024
... learning model based on the Vision Transformer architecture, to experiment with data retrieval from PDF files, allowing us to represent equations from documents in latex form. This method is combined with Llama index to yield a system of retrieval-augmented generation for a variety of tasks, used...
View Article titled, MechGPT, a Language-Based Strategy for Mechanics and Materials Modeling That Connects Knowledge Across Scales, Disciplines, and Modalities
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Topics: Failure, Fracture (Materials), Large language models, Modeling, Stress, Fracture (Process), Deformation, Proteins, Temperature, Simulation
Includes: Supplementary data