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Multi-Agent LLM Framework for Engineering Capstone Project Support

A framework in which multiple specialized large-language-model agents collaborate to assist engineering students on senior design (capstone) projects, drawing on collective-intelligence dynamics to handle the multidisciplinary trade-offs and conflicting objectives such projects involve. It structures agent roles so their combined reasoning supports design decisions, planning, and problem-solving.

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Harnessing Multi-Agent LLMs for Complex Engineering Problem-Solving: A Framework for Senior Design

Primary research proposing a multi-agent large-language-model framework to support engineering senior design (capstone) projects. Motivated by the wisdom-of-crowds idea, it assigns specialized LLM ag…