A survey of emerging applications of large language models for problems in mechanics, product design, and manufacturing

KB Mustapha - Advanced Engineering Informatics, 2025 - Elsevier
In the span of three years, the application of large language models (LLMs) has accelerated
across a multitude of professional sectors. Amid this development, a new collection of …

Evaluation of transfer learning and adaptability in large language models with the glue benchmark

N Sulaiman, F Hamzah - Authorea Preprints, 2024 - techrxiv.org
This article presents a comprehensive investigation into the adaptability of state-of-the-art
language models (LMs) to diverse domains through transfer learning techniques, evaluated …

Evaluating the cybersecurity robustness of commercial llms against adversarial prompts: A promptbench analysis

T Goto, K Ono, A Morita - Authorea Preprints, 2024 - techrxiv.org
This study presents a comprehensive evaluation of the cybersecurity robustness of five
leading Large Language Models (LLMs)-ChatGPT-4, Google Gemini, Anthropic Claude …

Equipping Llama with Google Query API for Improved Accuracy and Reduced Hallucination

YS Bae, HR Kim, JH Kim - 2024 - researchsquare.com
This study investigates the integration of the Llama 2 7b large language model (LLM) with
the Google Query API to enhance its accuracy and reduce hallucination instances. By …

Leveraging LLMs for Information Extraction in Manufacturing

M Matthes, O Guhr, M Krockert, T Munkelt - IFIP International Conference …, 2024 - Springer
In this paper, we present an approach using open-source Large Language Models (LLMs)
for structuring free-text fields in the context of manufacturing. Our process involves three …

Mobile Application for the Intelligent Management of Small Shops using the GPT-4 Model

G Sakuda, J Leon, R Rojas - 2024 IEEE 4th International …, 2024 - ieeexplore.ieee.org
Small shops and retail stores in Peru face significant challenges in efficient management
due to limited access to technological resources, often relying on error-prone manual …

Validation of a methodology for post-construction Energy Yield Assessment of an operational wind farm

M Costa, T Rocha, J Mendonça, R Pilão, P Pinto - RE&PQJ, 2024 - repqj.com
The uncertainty associated with the prospective Energy Yield Assessment (EYA) of a wind
farm may be reduced by re estimating the energy yield after it enters normal operation. This …

Research on LLM Method for Knowledge-Assisted Generation of Power Standards

X Fan, S Zhang, X Liang, Z Wang, T Peng - RE&PQJ, 2024 - repqj.com
With the rapid development of large language models, their application in various industries
is becoming more and more common, especially in the power sector. Electricity power …

거대언어모델기반제조지식관리프레임워크

홍민성, 정세빈, 성시민, 김대현, 최윤혁… - 대한산업공학회춘계공동 …, 2024 - dbpia.co.kr
기업 조직의 성공에 있어서 효율적인 내부지식 관리는 매우 중요하다. 제조 산업에서 설비 가동
및 공장의 운영은 점점 지식 집약적 이어서 새로운 작업자를 교육하고 지원하는데 부담이 …