Feasibility evaluation method and application of moderate in-situ gasification in deep tight coal & gas reservoirs by KANG Yili, SHAO Junhua, LIU Jiarong, CHEN Mingjun, YOU Lijun, CHEN Xueni, CAO Wangkun

“…In order to establish a systematic evaluation of deep tight coal reservoirs and ensure the efficient, economic and safe implementation of moderate in-situ gasification projects in deep tight coal reservoirs, a feasibility evaluation method based on fuzzy analytic hierarchy process was developed. …”
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Hyperparameter Optimization for Problem-Based Custom CNN Architectures Using a Smart Grid Search Method by H. Aktas

“…These results demonstrate the success of the method in efficiently discovering lightweight, high-accuracy CNN architectures.…”
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A study on phonemes recognition method for Mandarin pronunciation based on improved Zipformer-RNN-T(Pruned) modeling. by Zhaohui Du, Xiaofeng Zhao, Lin Li, Baohua Yu, Lijiang Miao

“…Moreover, the model requires only 61.1M parameters, striking a balance between performance and efficiency.…”
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A Review on the Thermal Modeling Method for Molten Salt Receivers of Concentrating Solar Power Tower Plants by Xinyi Li, Fengwu Bai

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Environmental assessment of soluble solids contents and pH of orange using hyperspectral method and machine learning by Mansour Rasekh, Sina Ardabili, Amir Mosavi

“…Navel oranges are one of the most popular and widely consumed fruits, whose maturity indices such as soluble solids contents (SSC) values and acidity are considered as parameters in determining the quality of this product. This study used the hyperspectral method in the vis-NIR range to evaluate and measure navel oranges' SSC and acidity values. …”
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A correlation-based binary particle swarm optimization method for feature selection in human activity recognition by Huaijun Wang, Ruomeng Ke, Junhuai Li, Yang An, Kan Wang, Lei Yu

“…Effective feature selection determines the efficiency and accuracy of a learning process, which is essential in human activity recognition. …”
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Promoting the Integration of Public Perspective into Urban Design Decision-Making Based on Crowdsourced Visual Perception Method by Lu HUANG, Takuya (JPN) OKI

“…Thus, understanding and integrating public urban perception not only enhances design responsiveness to user needs but also fosters a harmonious balance of functional efficiency and humanistic care. Crowdsourced visual perception data and analysis methods, with their advantages of efficiency, broad representativeness, and low cost, have become key methodological tools in urban built environment research. …”
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Research on energy trading method of smart grid P2P blockchain considering benefit maximization by ZHANG Rui, ZHANG Xin, ZHOU Lide, WANG Peihan, YAO Yubing

“…Simulation results show that the cumulative efficiency of the participants of the proposed method is improved by more than 32% compared to two existing methods, which verifies its effectiveness.…”
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Advancing Digital Supply Chains through Generative AI: A Strategic Framework with the ELECTRE III Method by Fadoua Tamtam, Amina Tourabi

“…The primary objective is to determine which AI-driven initiatives offer the greatest benefits in enhancing resilience and operational efficiency. …”
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Evaluation Model for Emergency Material Suppliers in Emergency Logistics Systems Based on Game Theory–TOPSIS Method by Lihao Lei, Songtao Yu, Yuxian Ke, Linhong Deng, Qian Kang

“…The methodology integrates subjective weights derived from the G1 method and objective weights calculated by entropy weighting, subsequently employing game theory to reconcile conflicts between weighting methods and determine comprehensive weights. …”
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A Two-Layer Causal Knowledge Network Construction Method Based on Quality Problem-Solving Data by Yubin Wang, Shirong Qiang, Xin Yue, Tao Li, Keyong Zhang

“…The proposed network can assist front-line employees in analyzing the quality problems of products from diverse perspectives and overcome the challenge of relying solely on personal experience to comprehensively and profoundly analyze the causal relationships of quality problems. Our method not only contributes to enhancing the efficiency of quality problem solving but also makes a valuable contribution to the advancement of theories and methods related to quality management and knowledge management.…”
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Optimal schemes for the use of anthelmintics at gastrointestinal strongylatosis of young cattle by I. A. Arkhipov, A. I. Varlamova, E. O. Kachanova

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“Target–Classification–Modification” Method for Spatial Identification of Brownfields: A Case Study of Tangshan City, China by Quanchuan Fu, Jingyuan Zhu, Xiaodi Zheng, Zhengxiang Li, Maini Chen, Yuyuwei He

“…The TCM method improved the identification efficiency by 34.7% through precise target-area localization. …”
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Development of High Performance Liquid Chromatography-Tandem Mass Spectrometry Method for the Detection of Tulathromycin in Swine Plasma by Xian-hui HUANG, Yong-da ZHAO, Li-min HE, Zi-sen LIANG, Li-li GUO, Zhen-ling ZENG, Zhang-liu CHEN, Min ZHANG, Bing-hu FANG

“…The recoveries measured at 3 concentration levels (20, 250, and 500 ng mL−1) were higher than 98%. The method described above is efficient, and has the required accuracy and precision for rapid determination of tulathromycin in plasma. …”
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Efikasnost rada mobilne šumske žičare Konrad Mounty 4000 pri transportu oblog drveta u sastojinama bukve by Danilović Milorad, Antonić Slavica, Stojnić Dušan, Babić Violeta, Gojković Slaven

“…The effects of the operation of the mobile cable yarder differed depending on the operating conditions, the length of the cable route, the lateral distance of attraction, the average volume of the tour, the construction method. The effects of working with a mobile cable yarder with a processor head were determined individually by phase. …”
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An Autism Spectrum Disorder Identification Method Based on 3D-CNN and Segmented Temporal Decision Network by Zhiling Liu, Ye Chen, Xinrui Dong, Jing Liu

“…This approach not only enhances the efficiency of spatiotemporal feature extraction but also improves the model’s ability to learn complex brain activity patterns. (3) Results: The proposed method was evaluated on the ABIDE dataset, which includes 1035 subjects from 17 different brain imaging centers. …”
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An Improved Short-Term Electricity Load Forecasting Method: The VMD–KPCA–xLSTM–Informer Model by Jiawen You, Huafeng Cai, Dadian Shi, Liwei Guo

“…Finally, the Informer model processes long-sequence data to improve prediction efficiency. Experimental results demonstrate that the VMD–KPCA–xLSTM–Informer model achieves an average absolute percentage error (MAPE) as low as 2.432% and a coefficient of determination (<inline-formula><math xmlns="http://www.w3.org/1998/Math/MathML" display="inline"><semantics><msup><mi>R</mi><mn>2</mn></msup></semantics></math></inline-formula>) of 0.9532 on dataset I, while, on dataset II, it attains a MAPE of 4.940% and an <inline-formula><math xmlns="http://www.w3.org/1998/Math/MathML" display="inline"><semantics><msup><mi>R</mi><mn>2</mn></msup></semantics></math></inline-formula> of 0.8897. …”
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Effective and fair cognitive terminal assignment scheme for cooperative spectrum sensing by WU Zhiqiang, LIU Qianli, LIU Jiabin, FENG Qing, XIAO Shanpeng, LIU Shang

“…Various methods for allocating cognitive terminals to enhance the efficiency and fairness of spectrum sensing were introduced. …”
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Performance Analysis of Rare-Earth Doped Oxide Thin-Film Transistors Using Neural Network Method by Zengyi Peng, Xianglan Huang, Yuanyi Shen, Weijing Wu, Min Li, Miao Xu, Lei Wang, Zhenghui Gu, Zhuliang Yu, Junbiao Peng

“…Both BNN and ANN methods can effectively identify the primary impact factors among rare-earth element type, doping concentration, thin film thickness, channel length and width, which are key factors to determine the TFTs performances. …”
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Birnessite-MnO2 nanostructures synthesized by facile hydrothermal and green method for dye degradation application by Nithya S. George, Riya Mary Cherian, D.A. Nayana, Dinesh Raj R, Ramesh T Subramaniam, Arun Aravind

“…In this study, we proposed two distinct approaches for synthesizing δ-MnO2 nanostructures: an environmentally friendly, “green” method (MG) and a “cost-effective” hydrothermal method (MH). …”
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