MOOSE-LLM
Description
Tools like MOOSE for multiphysics modeling have a steep learning curve. They demand considerable domain-specific knowledge, which makes it hard for newcomers to get started.
Detailed example
Improved documentation, inputfile completion, convergence analysis
AI / analytics pattern
Generative AI: AI that generates new or synthetic content (e.g., images, videos, audio, text, code).
Automation level / stage
b) Pilot – The use case has been deployed in a limited test or pilot capacity.
Expected benefit
Improves user experience and reduces training time by enabling natural language assistance within the MOOSE simulation framework.
Audit / financial statement impact
Focusing on the application of generative AI on modeling and simulation tasks
Controls / human review
ATO: No; PIA: Not published
Data needed
This use case uses open source code documentation, open source large language models and retrivial argurment generation to build a MOOSE modeling and simulation AI assistant