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Author

Christopher McComb

3 papers indexed here

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Open access Sep 2026

A large-scale benchmark to assess vision-language model question answering capabilities in engineering simulations

Engineering simulation interpretation is a major bottleneck in design cycles, requiring expensive domain expertise to validate complex outputs and ensure safety and performance. While modern large language models (LLMs) may assist in interpretation, they face fundamental scalability limitations, as even modest simula...

Jessica Ezemba, Jason Pohl, Conrad S. Tucker et al. · 1 citation
Jul 2026

Special Issue on Generative AI for Design, Manufacturing Processes, and Materials Systems: Part II

This second part of the special issue extends the conversation beyond the foundations established in Part I, which highlighted the transformative potential of generative AI and large language models for knowledge reuse, design exploration, data fusion, and smart manufacturing operations.

Wei Chen, V. Krishnamurthy, Yanglong Lu et al. · 0 citations
Preprint Sep 2026

VeriPhy: Agentic Physical Reasoning for World Model Evaluation and Refinement

VeriPhy, an auditable physical-verification system in which a text-only planner compiles the prompt into typed physical obligations and a statically validated execution plan before any frame is observed, is presented.

Wenzhuo Xu, Yu-Chen Zhu, Chongjian Ge et al. · 0 citations

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