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COMSOL-MCP: An open-source model context protocol interface for AI-assisted multiphysics simulation

delete2026-08-08
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PRE
AI
N
Naiyin Zhang
J
Junchao Wang *
DOI：10.1016/j.neucom.2026.134481delete
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Abstract

Abstract

En 中文
• Open-source MCP interface for AI-assisted COMSOL workflows. • 76 structured tools spanning the simulation pipeline. • Knowledge access from embedded guides and 36,798 documentation chunks. • Exploratory CFD trace reports both successful operations and failure modes. • Boundary-condition selection is identified as a spatial-grounding bottleneck.

Journal

Neurocomputing cover
Neurocomputing
IF:
6.5
Papers:
2.5W
Citations:
6.5W

Organization

H
Hangzhou Dianzi University
Scholars:
1.2W
Papers: 9.4K
Citations: 7.5K
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