| Affiliations: | STEM Research Leadership |
| Project Leader: | Chan Young Park
pcy5443@tamu.edu Construction Science |
| Faculty Mentor: | David H. Jeong, Ph.D. |
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Meeting Times:
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TBA |
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Team Size:
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3
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| Open Spots: | 0 |
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Special Opportunities:
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Student will be considered for co-authors on publications. Depending on performance, students will have the opportunity to be a member of our research group with appropriate compensation.
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Team Needs:
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We are seeking students familiar with NLP and LLMs. Familiarity with P&ID diagrams is preferred. |
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Description:
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We aim to develop applications that address the challenges of semantic interoperability in construction projects, specifically focusing on Piping & Instrumentation Diagrams (P&IDs) used in process plants. P&IDs are critical documents throughout a project’s lifecycle, but interoperability issues often arise due to the variety of software used by different stakeholders. The key objectives of this project are: – Semantic Matching and Translation: Utilizing natural language processing (NLP) to match and translate varying terminology across P&ID software platforms. – Document Generation Leveraging Large Language Model: Leveraging large language models (LLMs) to generate standardized P&ID documents that are interoperable across various P&ID software. |