An Advanced Approach for Predicting Workpiece Surface Roughness Using Finite Element Method and Image Processing Techniques by Taoming Chen, Chun Li, Zhexiang Zou, Qi Han, Bing Li, Fengshou Gu, Andrew D. Ball

“…By employing range and regression analyses methods, this study quantitatively evaluates the interdependencies among cutting parameters, forces, temperatures, and roughness, subsequently formulating a multivariate regression model to predict surface roughness. …”
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The three-dimensional structure prediction of human bitter taste receptor using the method of AlphaFold3 by Takafumi Shimizu, Rio Ohno, Michihiro Kayama, Kenta Aso, Yasuyuki Fujii, Yoshitomo Suhara, Vittorio Calabrese, Naomi Osakabe

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Construction and evaluation of a height prediction model for children with growth disorders treated with recombinant human growth hormone by Feng Zhu, Anle Wu, Lingling Chen, Ya Xia, Xiaoju Luo, Jieqian Zhu, Lina Huang, Yu Zhang

“…Objective To develop and evaluate a predictive model using clinical data to assess early height growth response in children with growth disorders undergoing rhGH therapy. …”
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Explainable Machine Learning to Predict the Construction Cost of Power Plant Based on Random Forest and Shapley Method by Suha Falih Mahdi Alazawy, Mohammed Ali Ahmed, Saja Hadi Raheem, Hamza Imran, Luís Filipe Almeida Bernardo, Hugo Alexandre Silva Pinto

“…This study aims to develop a reliable method for predicting power plant construction costs during the early planning stages using ensemble machine learning techniques. …”
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Defining a radiomics feature selection method for predicting response to transarterial chemoembolization in hepatocellular carcinoma patients by Helen Zhang, Li Yang, Amanda Laguna, Jing Wu, Beiji Zou, Alireza Mohseni, Rajat S. Chandra, Tej I. Mehta, Hossam A. Zaki, Paul Zhang, Zhicheng Jiao, Ihab R. Kamel, Harrison X. Bai

“…Aim: To assess the utility of different radiomics feature selection methods in predicting transarterial chemoembolization (TACE) response in hepatocellular carcinoma (HCC) patients. …”
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In vitro methodologies to evaluate nanocarriers for cancer treatment: where are we? by Giovanna Cassone Salata, Camila Megumi Hirokawa, Giovanna Barros de Melo, Isabella Draszesski Malagó, Jessica Ribeiro Nunes, Julia Sapienza Passos, Regina Gomes Daré, Luciana B. Lopes

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Expression of Androgen, Estrogen, and Progesterone Receptors in the Skin of Patients with Severe Acne and the Assessment of Their Predictive Potential Using Artificial Intelligence... by Olga M. Demina

“…The present study aimed to determine and analyze the immunohistochemical expression of androgen, estrogen, and progesterone receptors in the skin of SA patients and to evaluate their predictive potential using artificial intelligence methods. …”
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Neural network-based evaluation method for alignment state of air spring vibration isolation device by Zhiwei LIU, Liang SHI, Song LIU

“…MethodA BP neural network-based prediction model is developed. …”
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Evaluation Method of Total Organic Carbon Content in Shale Based on Stacking Algorithm Ensemble Learning by SONG Yanjie, LIU Yingjie, TANG Xiaomin, ZHANG Zhaoqian

“…Total organic carbon content (TOC) is an important parameter for shale oil reservoir evaluation. However, traditional log evaluation methods for TOC have low accuracy and poor universality. …”
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Reliability evaluation method and system for the ventilation door cylinder based on Bayes Monte Carlo simulation by Peiyang Su, Liwen Guo, Jiayong Zhang, Li Ma

“…To address this gap, this study proposes a Weibull life prediction method, integrating Bayesian inference and Monte Carlo simulation, aiming at anticipating changes in cylinder reliability. …”
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Research on strong and weak evaluation method of air brake for intelligent driving heavy haul train by WANG Feikuan, JIANG Jie, ZHANG Zhengfang, LUO Yuan

“…The results show that the prediction accuracy of the proposed method can reach more than 90%, which verifies the method is rational and effective, having good and practical value in engineering application.…”
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Policy or Circumstances? A Synthetic Control Method for Evaluating Brazil’s Economic Boom Under Lula by Jaeho Jung, Kisu Kwon

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Evaluation method of distribution network operation status based on local fuzzy measure in boundary region by Bing Yu, Peng Xie, Zhonglin Ding, Letian Li, Changan Chen, Chunfeng Jing

“…At the same time, the example results showed that the research method had a risk prediction of 0.91 for power outage networks, which was close to the real situation and had high accuracy. …”
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An Optimized Dynamic Benefit Evaluation Method for Pumped Storage Projects in the Context of the “Dual Carbon” Goal by Cong Feng, Qi Guo, Qian Liu, Feihong Jian

“…In this paper, the multi-stage dynamic benefit evaluation model was constructed by introducing time-of-use tariffs, periodic capacity pricing mechanism, and ancillary service revenue prediction based on machine learning and the multiple regression method. …”
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Evaluation Method of Gas Production in Shale Gas Reservoirs in Jiaoshiban Block, Fuling Gas Field by Haitao Rao, Wenrui Shi, Shuoliang Wang

“…This paper introduces a gas-production potential evaluation method based on the Analytic Hierarchy Process (AHP). …”
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New Analytical Method to Evaluate Casing Integrity during Hydraulic Fracturing of Shale Gas Wells by Jun Li, Xueli Guo, Gonghui Liu, Shuoqiong Liu, Yan Xi

“…Thicker casing, higher fluid temperature, and cement sheath with small modulus, large Poisson’s ratio, and thinner wall were effective to decrease the casing stress. This new method was able to accurately predict casing stress, which can become an alternative approach of casing integrity evaluation for shale gas wells.…”
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ANALYSING THE POSIBILITY OF FUEL FILTER ELEMENTS OPERATING EFFECTIVINESS EVALUATION WITH X-RAY FLUORESCENSE METHOD by M. L. Nemchikov, A. N. Kozlov, K. I. Gryadunov, A. M. Meleshnikov

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Comprehensive Quality Evaluation Method of Smart Electricity Meters Based on Multi-source Information Fusion by DAI Yanjie, JING Zhen, SUN Yongquan

“… Aiming at the problem of operation state evaluation and prediction of high reliability and long life smart meter, a comprehensive evaluation method of smart meter operation quality by integrating multi source information is proposed. …”
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Clinical evaluation of the novel digital liquid chip method for anti-dsDNA detection in SLE by Xiaofeng Zeng, Qian Wang, Xinping Tian, Mengtao Li, Chaojun Hu, Rui Yu, Yina Bai, Chiyuan Xue

“…Objective This study aims to evaluate the diagnostic performance of the digital liquid chip method (DLCM) compared with indirect immunofluorescence (IIF) and chemiluminescent immunoassay (CLIA) for anti-double-stranded DNA (dsDNA) antibody detection in SLE.Methods The retrospective study consecutively enrolled 1349 patients, including 698 with SLE and 651 with other autoimmune diseases at Peking Union Medical College Hospital. …”
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Evaluating Land use Mixed-ness on Street Level through Spatial Analyses and Gini Method by Hamid Motieyan, Mohammad Azmoodeh

“…Compared to previous studies, the distinguishing feature of this study is considering the distance of land uses in calculating the amount of dispersion, which will lead to a proper evaluation of the results obtained. 2-Materials and Methods The present study intends to provide a way to spatially analyze the characteristics of streets and land use in an area, through the Gini method, to discuss justice in the distribution of land uses along the streets and at the regional scale. …”
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