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Meng-Nan Li

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#artificial intelligence Preprint Mar 2026

MOOSEnger: A Simulation-Aware AI Agent Framework for the MOOSE Ecosystem

Results show that executable reliability depends on the complete agent system rather than on the reasoning model alone, and that simulation-aware harnessing provides a path toward physics-informed verification and future full application-level and engineering verification and validation implementation.

Meng-Nan Li, Jason M. Miller, Zaid Abulawi et al. · 2 citations
Preprint Aug 2026

Deploying Frontier Agentic Technology in MOOSEnger, a Multiphysics-Capable AI Assistant

This work extends MOOSEnger with a harness focused on locally-hosted models that retrieves contextual knowledge from the MOOSE repository, validates and diagnoses the resulting input through interaction with the simulation executable environment, and extracts and stores lessons in a persistent memory.

Zaid Abulawi, Meng-Nan Li, G. Giudicelli et al. · 0 citations

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