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Data · dataset · 2026

Source code for MetaOpenFOAM: LLM-assisted sensitivity analysis and optimization in CFD

Listed in ScienceDB

Description

This dataset provides the source code supporting the paper “Large Language Model-Assisted Sensitivity Analysis and Parameter Optimization in Computational Fluid Dynamics”, submitted to Theoretical and Applied Mechanics Letters.The repository contains the implementation of the OptMetaOpenFOAM framework, including the LLM-driven workflow orchestration, CFD simulation automation, post-processing, sensitivity analysis, and parameter optimization modules.All numerical results and figures reported in the paper can be reproduced by running the provided code with standard OpenFOAM tutorials or user-defined cases. Simulation data are not included, as they are generated deterministically through the executable workflow.

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Where it is published

Catalogue records · 1

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Provenance · 1 source records, 12 field assertions
SourceKeyLast seenRaw
ScienceDB10.57760/sciencedb.TAML.000049 d agoJSON v1
FieldAssertionExtractorEvidence
access_levelsource · scidb cnconnector:scidb_cn@1.0.0
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concepts[method].local:method:simulationenrichment · scidb cnkeyword-concept-rules@1.0.0title+description (75%)
descriptionsource · scidb cnconnector:scidb_cn@1.0.0/metadata/dc/description
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