Optimization of Magnetic Field-Assisted Laser Cladding Based on Hierarchical Analysis and Gray Correlation Method by Long Jiang, Kang Qi, Haitao Zhang, Youliang Yu, Qinpeng Sun

“…The optimization of laser cladding process parameters was investigated based on evaluating the quality of the laser cladding layer through hierarchical analysis and gray correlation analysis. Based on orthogonal test data, the correlation coefficients of the process parameters with the single objective function and the correlation degree of the multi-objective function were calculated by using the gray theory. …”
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Analysis of Freeway Safety Influencing Factors on Driving Workload and Performance Based on the Gray Correlation Method by Lian Xie, Chaozhong Wu, Min Duan, Nengchao Lyu

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Sensitive Multispectral Variable Screening Method and Yield Prediction Models for Sugarcane Based on Gray Relational Analysis and Correlation Analysis by Shimin Zhang, Huojuan Qin, Xiuhua Li, Muqing Zhang, Wei Yao, Xuegang Lyu, Hongtao Jiang

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Research and Application of Comprehensive Algorithm of Relay Protection Status Assessment Based on Gray Correlation Analysis and TOPSIS Method by Guosheng YANG, Feiyang DAI, Wenhuan WANG, Peng GUO, Yanfei LI

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Research on correlation analysis and multivariate nonlinear regression modeling method for the tensile properties of mugwort petiole by Siqi Wang, Xinyu Hu, Rui Lu, Shuang Yan, Yunling Li, Daode Zhang

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Water Quality Analysis and Evaluation of Five Rivers in Poyang Lake Based on Three Water Quality Index Methods by YE Fangqi, JI Yong, HUI Yuan, ZHANG Chenhui, CHENG Yuxiang

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The spatio-temporal characteristics and influencing factors of sustainable development in China’s provincial areas by Zhang Qinnan, Tao Chunhai, Xin Yun

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Research on Reducing Regional Outage Loss Based on Entropy Weight-Gray Correlation Analysis by Jun HAN, Wenhua HAN, Xi CHEN, Na WANG, Qianqian CHE, Xiaoyan SU

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White Matter-Gray Matter Correlation Analysis Based on White Matter Functional Gradient by Zhengjie Li, Jiajun Liu, Jianhui Zheng, Luying Li, Ying Fu, Zhipeng Yang

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Comprehensive Evaluation Indexes Framework and Evaluation Method for Transmission Planning of Wind Power Cluster by Shuai XIAO, Yan ZHANG, De ZHANG, Haifeng YU, Mengjiao LI

“…And then, with a comprehensive consideration of subjective weights and the objective weights, the moment estimation theory-based optimal combination weighting method is used to determine the optimal combination weight of each index, and an improved gray relational analysis method is proposed through combination of gray correlation analysis and cosine sorting method, to evaluate each scheme more accurately and reasonably. …”
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Deep Learning Shield Attitude Prediction Model Based on Grey Correlation Analysis by Ke MAN, Zongxu LIU, Yan SHANG, Zhifei SONG, Xiaoli LIU, Bao SU

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Quantitative Assessment of Deep Gray Matter Susceptibility and Correlation With Cognition in Patients With Liver Cirrhosis by Wenjun Wu, Yu Su, Ziji Qin, Jiamin Kang, Dongqiao Xiang, Dingxi Liu, Chuansheng Zheng, E. Mark Haacke, Lixia Wang

“…This study aims to use QSM to investigate the association between DGM susceptibility and cognition in cirrhotic patients. Methods Thirty cirrhotic patients and 30 age‐, gender‐, and education‐matched controls were imaged using a multiecho gradient‐echo sequence for QSM analysis in a 3T scanner. …”
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A new method for determining factors Influencing productivity of deep coalbed methane vertical cluster wells by HUANG Li, XIONG Xianyue, WANG Feng, SUN Xiongwei, ZHANG Yixin, ZHAO Longmei, SHI Shi, ZHANG Wen, ZHAO Haoyang, JI Liang, DENG Lin

“…Predictions using the neural network method were more accurate, with a relative error of less than 10% compared to measured values. 2） Using Kendall's tau-b correlation analysis, the discrete dominant factor was identified as the microstructural position, primarily located in uplifted positive structural zones, with the secondary factor being fracture development, categorized mainly as “well-developed” or “developed.” 3） By combining lasso regression-random forest- decision tree algorithm to iteratively eliminate irrelevant factors, the continuous dominant factors influencing productivity were ranked in descending order as: ash content, average construction discharge rate, total sand volume pumped, flowback rate at gas breakthrough, net pay thickness, acoustic travel time, gamma ray log value, average construction pressure, percentage of 100-mesh sand, and average gas measurement value. …”
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Evaluation mechanism of urban green competitiveness via a gray fuzzy comprehensive evaluation model by Cheng Wang, Xiyin Qiu, Hui Shen, Congjun Rao

“…Second, the weight of each evaluation index was subsequently determined via the entropy weight method. Third, the gray correlation analysis and the fuzzy comprehensive evaluation method are combined to establish a gray fuzzy comprehensive evaluation model for evaluating urban green competitiveness. …”
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BIOGEOGRAPHICAL ANALYSIS OF LAND SNAILS OF CLAUSILIIDAE GRAY FAMILY, 1855 CAUCASUS by Madina Zayirbegovna Magomedova

“…The family Clausiliidae Gray, 1855 was chosen for analysis , as occupying a leading position in species composition relative to other families of mollusks in the Caucasus.Results. …”
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Optimal prioritisation of asphalt pavement maintenance using gray realation analysis and cost-benefit analysis by Yan Zhang, Hao-Chang Li, Yu-Xin Zhang, Wen-Ke Zang, Kai-Wen Yao

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Evaluation of geological engineering factors for productivity of deep CBM well after fracturing based on grey correlation method by KONG Xiangwei,XIE Xin,WANG Cunwu,SHI Xian

“…A correlation mathematical model between the main control factors and gas well production is established using the Pearson correlation analysis method to predict gas well productivity. …”
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Study on the Influence of Fiber Parameters on the Mechanical Properties of Self-Compacting Concrete by Yu Zhao, Nan Ru, Jun Wang, Yong Li, Yi Zhou

“…A multi-indicator comprehensive evaluation model of compressive strength, flexural strength, and elastic modulus was established using an improved entropy-weighted TOPSIS method. Gray relational analysis was integrated to reveal nonlinear correlation patterns between fiber parameters (the volume fraction and aspect ratio) and mechanical responses. …”
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Correlation of the Changes of Gray Matter Volume with Aβ Deposition and Learning and Memory Abilities in APP/PS1 Mice at Different Periods by Yuhao ZHANG, Hao JIN, Xiufeng ZHANG, Shengxiang LIANG, Weilin LIU, Jing TAO, Lidian CHEN

“…Objective:To analyze the correlation in the changes of cerebral gray matter volume and the ability of memory learning, and the deposition of β-amyloid protein (Aβ) in related brain regions of Alzheimer's disease (AD) double-transgenic APP/PS1 model mice, which is expected to provide reliable behavioral and imaging basis for probing the pathological features of AD animal models.Methods:A total of two groups mice were included in this study, including the wild type (WT) group and the APP/PS1 group, with 36 mice in each group. …”
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Electricity Load Forecasting Method Based on the GRA-FEDformer Algorithm by Xin Jin, Tingzhe Pan, Heyang Yu, Zongyi Wang, Wangzhang Cao

“…Therefore, this paper proposes a gray relation analysis–frequency-enhanced decomposition transformer (GRA-FEDformer) method for forecasting power loads in power systems. …”
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