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

“…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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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*

“…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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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*

“…Experimental determination of thermochemical conversion characteristics of multi-source organic solid wastes is a time-consuming and labor-intensive process. …”
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Adsorptive Removal of Heavy Metals by Utilizing Activated Carbon Derived from Natural Bitumen by Zahra Fadaei, Ali Daraei, Parvaneh Pakravan

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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

“…Taking into consideration renewable energy utilization, the ASHP-solar is preferred for the cooling/heating source of the building. …”
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Optimization and action mechanism of pollutant removal performance of unsaturated vertical flow constructed wetland (UVFCW) driven by substained-release carbon source by Yuechang Wang, Lin-Lan Zhuang, Shuang Liu, Yuanjun Su, Zhen Hu, Jian Zhang, Xiaoping Wang, Shaoming Cui, Gang Peng, Shuting Xie

“…In summary, CWR-Cu achieved the highest utilization of the carbon source and produced the largest number of heterotrophic microorganisms. …”
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Utilization of Algal Biochar for Biopassivation of Copper Sulfide Tailings to Reduce Acid Mine Drainage by Zhiyuan Peng, Can Liu, Yuhang Fu, Hongwei Liu, Hongchang Liu, Hongpeng Cao

“…To inhibit the generation of AMD from copper sulfide tailings at the source, in this paper, a strategy is developed for promoting the biopassivation of copper sulfide tailings using algal biochar, and the effects of the pyrolysis temperature and concentration of algal biochar on the passivation efficiency and stability are investigated. …”
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Utilization of Deep Learning YOLO V9 for Identification and Classification of Toraja Buffalo Breeds by Abdul Rachman Manga', Herawati Herawati, Purnawansyah Purnawansyah

“…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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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

“…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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Project of using low-potential energy sources at the Bratsk hydro power plant by V. D. Yurovskaya, S. V. Latushkina

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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

“…Also, the proposed scheme can improve the comprehensive operational efficiency of virtual power plants.…”
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Efficient Degradation of Feather by Keratinase Producing Bacillus sp. by P. Jeevana Lakshmi, Ch. M. Kumari Chitturi, V. V. Lakshmi

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

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

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

“…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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Integrated multitrophic aquaculture in ponds using substrate for periphyton as natural source of food by Mariana Negri, Daiane Mompean Romera, Fabiana Garcia

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Oocyte Source and Hormonal Stimulation for In Vitro Fertilization Using Sexed Spermatozoa in Cattle by Giorgio A. Presicce, Jie Xu, Guochun Gong, Juan F. Moreno, Sanjeev Chaubal, Fei Xue, Antonino Bella, Elena M. Senatore, Xiangzhong Yang, X. Cindy Tian, Fuliang Du

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ENERGY-EFFICIENT REGIMES FOR HEATING-SUPPLY OF THE RESIDENTIAL BUILDINGS by S. N. Osipov, V. M. Pilipenko

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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

“…【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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Sustainable Utilization of Agave-Derived Sitosterol: A Review of Isolation Methods and Pharmacological Activities by Herminia López-Salazar, Martha Lucía Arenas-Ocampo, Brenda Hildeliza Camacho-Díaz, Francisco Rodríguez-González, Sandra Victoria Ávila-Reyes

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