Publications

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Ontology-based Retrieval Augmented Generation (RAG) for GenAI-supported Additive Manufacturing

August 14, 2024

Author(s)

Yeun Park, Paul Witherell, Nowrin Akter Surovi, Hyunbo Cho

Conventional data analytics often fail to capture the intricate context of Additive Manufacturing (AM) processes, leading to pointed solutions and suboptimal analytics outcomes. The performance of Generative AI (GenAI) models, such as Large Language Models

Generative Artificial Intelligence (GenAI) Prompt Engineering for Additive Manufacturing (AM)

July 1, 2024

Author(s)

Nowrin Akter Surovi, Paul Witherell

Additive manufacturing (AM) faces several challenges in achieving efficient and defect-free printing. Although traditional machine learning (ML) has proven effective in mitigating these challenges, it requires specialized models for solving specific

Current State and Benchmarking Generative Artificial intelligence for Additive Manufacturing

April 22, 2024

Author(s)

Nowrin Akter Surovi, Paul Witherell, Kumara Sundar, Vinay Saji Mathew

Additive Manufacturing (AM) is becoming increasingly popular in academia and industry due to its cost-effectiveness and time-saving benefits. However, AM faces several challenges that must be addressed to enhance its efficiency. While Machine Learning (ML)

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