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    Comparative analysis of model compression techniques for achieving carbon efficient AI by Eileen Paula, Jayesh Soni, Himanshu Upadhyay, Leonel Lagos

    Published 2025-07-01
    “…To evaluate each model’s energy consumption and carbon emissions, we utilized the open-source tool CodeCarbon. Our findings indicate that applying model compression techniques resulted in a reduction in energy consumption of 32.097% for BERT with pruning and distillation, $$-6.709$$ % for DistilBERT with pruning, 7.12% for ALBERT with quantization, and 23.934% for ELECTRA with pruning and distillation, while maintaining performance metrics within a range of 95.871–99.062% accuracy, precision, recall, F1 score, and ROC AUC except for ALBERT with quantization. …”
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  3. 163

    Present situation and prospect of waste resource reutilization technologies in water source reservoir by FENG Leiyu, ZHANG Xukun, CHEN Beibei, LUO Zhenning, SU Yu, XU Bin*

    Published 2023-02-01
    “…Furthermore, the applicability of the above resource utilization technologies in the process of resource utilization of water source reservoir wastes is analyzed, and it is pointed out that land use is the best way of resource utilization of dredged sediment, and aerobic composting is the mainstream technology of treatment and disposal of reed straw and blue-green algae wastes. …”
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  4. 164

    Research and predictive analysis of pyrolysis characteristics of multi-source organic solid wastes by ZHANG Zihang, XING Bo, MA Zhongqing, HU Yanjun, ZHANG Zhixiao, YUAN Shizhen, LU Rufei, CHEN Yingquan, WANG Shurong*

    Published 2024-10-01
    “…Experimental determination of thermochemical conversion characteristics of multi-source organic solid wastes is a time-consuming and labor-intensive process. …”
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  5. 165

    Utilization of Deep Learning YOLO V9 for Identification and Classification of Toraja Buffalo Breeds by Abdul Rachman Manga', Herawati Herawati, Purnawansyah Purnawansyah

    Published 2025-04-01
    “…In response to the need for an accurate and efficient identification method, this research utilizes the YOLOv9 (You Only Look Once version 9) deep learning model to detect and classify Toraja buffalo breeds. …”
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  6. 166

    Novel Advance Image Caption Generation Utilizing Vision Transformer and Generative Adversarial Networks by Shourya Tyagi, Olukayode Ayodele Oki, Vineet Verma, Swati Gupta, Meenu Vijarania, Joseph Bamidele Awotunde, Abdulrauph Olanrewaju Babatunde

    Published 2024-11-01
    “…This merging of features is made possible using a self-attention mechanism, which enables the model to efficiently take in and process data from both textual and visual sources using the self-attention properties of the self-attention mechanism. …”
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  7. 167

    Analysis of carbon emission associated with composite air source heat pumps in buildings by Lin Zhe, Li Xueli, Lin Musong, Zhang Tianhu, Guo Qiang, Rao yandi, Liang Lin

    Published 2025-05-01
    “…Taking into consideration renewable energy utilization, the ASHP-solar is preferred for the cooling/heating source of the building. …”
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    Design of Optimization Method for Light Energy Utilization in Fiber Optic Day-lighting System by WANG Yifang, JIA Xiaoyu, YU Chunrong

    Published 2025-06-01
    “…【Objective】Effectively collecting sunlight and transmitting it through optical fibers to illuminate areas that require lighting can replace some traditional light sources. The fiber optic day lighting system is significantly affected by the angle of incident light and the coupling efficiency of incident light. …”
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    Hierarchical optimal control of virtual power plants for source-network-load-storage by Zhaoze LI, Jihong ZHANG, Zhenkui WU, Zilei ZHANG, Qingsong HE

    Published 2025-07-01
    “…Also, the proposed scheme can improve the comprehensive operational efficiency of virtual power plants.…”
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  15. 175

    Detecting Source Code Plagiarism in Student Assignment Submissions Using Clustering Techniques by Raddam Sami Mehsen, Majharoddin M. Kazi, Hiren Joshi

    Published 2024-06-01
    “…To implement our approach, we utilize the Python programming language along with relevant libraries, providing a robust and efficient system for source code plagiarism detection in student assignment submissions. …”
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  16. 176

    Evaluation of Giant Miscanthus-Based Biomass Briquettes as a Sustainable Energy Source by Tsutomu Dei, Julius Agaka Yusufu, Marthina Kuri Kendom

    Published 2025-03-01
    “…This study examines the feasibility of biomass briquettes as a renewable energy source, utilizing Giant Miscanthus, sawdust, and spent coffee grounds. …”
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  17. 177

    Availability of Zinc, Copper, Iron, Manganese, and Selenium in Feed Ingredients and Sources in Pigs by Yohan Choi, Junseon Hong, Jihwan Lee, Minju Kim

    Published 2025-01-01
    “…Among the trace mineral sources, the organic and HME-nano forms improved the bioavailability of Zn, Cu, and Se, while reducing their fecal excretion, thereby enhancing the efficiency of mineral utilization.…”
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    Sustainable Finance And Investment Efficiency: A Literature Review by Risna Wijayanti, Hasmirati -

    Published 2024-12-01
    “…It investigates the mediating role of optimal investment in linking business sustainability performance to corporate financial performance, and the influence of corporate governance characteristics, such as CEO duality, on investment efficiency. The study systematically reviews literature from 2020 to 2024, utilizing sources from the Scopus database, and identifies key themes and trends. …”
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