A survey on the applications of transfer learning to enhance the performance of large language models in healthcare systems by Anmol Rahujo, Daniya Atif, Syed Azeem Inam, Abdullah Ayub Khan, Sajid Ullah

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Finite Queueing Modeling and Optimization: A Selected Review by F. R. B. Cruz, T. van Woensel

“…This review provides an overview of the queueing modeling issues and the related performance evaluation and optimization approaches framed in a joined manufacturing and product engineering. …”
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Systematic scoping review of external validation studies of AI pathology models for lung cancer diagnosis by Soumya Arun, Mariia Grosheva, Mark Kosenko, Jan Lukas Robertus, Oleg Blyuss, Rhian Gabe, Daniel Munblit, Judith Offman

“…Although most studies used restricted datasets, methodological issues relevant to the applicability of models in real-world settings included small and/or non-representative datasets, retrospective studies and case-control studies without further real-world validation. …”
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The urban heat Island effect: A review on predictive approaches using artificial intelligence models by Ali Najah Ahmed, Nouar AlDahoul, Nurhanani A. Aziz, Y.F. Huang, Mohsen Sherif, Ahmed El-Shafie

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Generative AI for Industry 5.0: Analyzing the Impact of ChatGPT, DALLE, and Other Models by Siva Sai, Revant Sai, Vinay Chamola

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Task Decomposition and Self-Evaluation Mechanisms for Home Healthcare Robots Using Large Language Models by Liteng Liu, Sen Zhang, Yangmin Jiang, Jingzhen Guo, Wenlong Zhao

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Stormwater Management: An Integrated Approach to Support Healthy, Livable, and Ecological Cities by Neil S. Grigg

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Digital Humanities & Large Language Models: Practice and Research in Semantic Retrieval of Ancient Documents by Haoxian WANG, Ziming ZHOU, Feifei DING, Chengfu WEI

“…In addition, the text processed by the model and the original text are transformed into semantic vectors, which are then stored in an efficient vector engine for rapid retrieval. …”
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An IoT intrusion detection framework based on feature selection and large language models fine-tuning by Huan Ma, Wan Zhang, Dalong Zhang, Baozhan Chen

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Do land models miss key soil hydrological processes controlling soil moisture memory? by M. A. Farmani, A. Behrangi, A. Behrangi, A. Gupta, A. Tavakoly, A. Tavakoly, M. Geheran, G.-Y. Niu

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Improving Large Language Models’ Summarization Accuracy by Adding Highlights to Discharge Notes: Comparative Evaluation by Mahshad Koohi Habibi Dehkordi, Yehoshua Perl, Fadi P Deek, Zhe He, Vipina K Keloth, Hao Liu, Gai Elhanan, Andrew J Einstein

“…To calibrate the LLMs’ summaries for our simplification goal, we chose GPT-4o and used prompt engineering to ensure high-quality prompts and address issues of output inconsistency and prompt sensitivity. …”
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Study on Noise Prediction Model and Control Schemes for Substation by Chuanmin Chen, Yang Gao, Songtao Liu

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Advances in numerical modelling of tyre fatigue performance: a review by Ayse Mujdeci, Veronica Marchante Rodriguez, Hasher Maqbool, Adam Amadeo, Marzio Grasso

“…Challenges in predicting fatigue failure using finite element (FE) modelling are examined, along with the issue of potential damage accumulation. …”
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A hybrid model for detecting motion artifacts in ballistocardiogram signals by Yuelong Jiang, Han Zhang, Qizheng Zeng

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Modeling and Evaluation of an Energy-Saving Backpack with Adjustable Stiffness by Jiyuan Wu, Zhiquan Chen, Yinglong Zhang, Xingsong Wang

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Truck Axle Weights and Interaxle Spacings from Traffic Surveys in Mexican Highways by Adrián-David García-Soto, Adrián Pozos-Estrada, Alejandro Hernández-Martínez, Jesús-Gerardo Valdés-Vázquez

“…In structural and bridge engineering, the axle weights and interaxle spacings of heavy trucks are useful for assessing the capacity of existing bridges, developing live load models, and other issues. …”
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Sediment Transport Model for a Surface Irrigation System by Damodhara R. Mailapalli, Narendra S. Raghuwanshi, Rajendra Singh

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Model checking deep neural networks: opportunities and challenges by Zohra Sbai, Zohra Sbai

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Construction of a model for predicting sensory attributes of cosmetic creams using instrumental parameters based on machine learning by He Jingru, Qian Xuedan, Huang Hu, Lin Bao, Zhang Jun, Zhang Chunxiao, Chen Yuyan

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An Improved Transformer-Based Model for Urban Pedestrian Detection by Tianyong Wu, Xiang Li, Qiuxuan Dong

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