Reliability Analysis of High-Pressure Tunnel System Under Multiple Failure Modes Based on Improved Sparrow Search Algorithm–Kriging–Monte Carlo Simulation Method by Yingdong Wang, Chen Xing, Leihua Yao

“…The reliability indexes of each failure mode decrease with the increase in the coefficient of variation (COV) of random variables. …”
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Continuous enzyme-coupled assay of phosphate- or pyrophosphate-releasing enzymes by Antonio S. Guillén Suárez, Alessandra Stefan, Silvia Lemma, Emanuele Conte, Alejandro Hochkoeppler

“…The activity of Klenow enzyme was quantitatively determined, and it was found in agreement with the corresponding activity determined by traditional methods. …”
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Rapid simultaneous determination of organophosphorus pesticides in human serum and urine by liquid chromatography-mass spectrometry by Zlatković Milica, Jovanović Miodrag, Đorđević Dragana, Vučinić Slavica

“…The aim of this study was to develop and validate an original and sensitive method for the detection and quantitation of organophosphorus pesticides (dimethoate, diazinon, malathion and malaoxon) in human biological matrices (serum, urine). …”
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Role of emotional control on anxiety and stress among cancer patients by Robert Jan Łuczyk, Kamil Sikora, Agnieszka Bodio, Marta Łuczyk, Monika Baryła‐Matejczuk, Agnieszka Wawryniuk, Katarzyna Sawicka, Agnieszka Zwolak

“…The relationships between the quantitative variables were determined using Spearman's rho coefficients, and the relationships between the quantitative and qualitative variables were verified using Kruskal‐Wallis tests. …”
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Strawberry Freshness Assessment by Hyperspectral Imaging by Georgiy V. Nesterov, Anastasia V. Guryleva, Milana O. Sharikova, Svetlana A. Sukhanova, Alexander S. Machikhin

“…Model evaluation was done using the coefficients of determination (R2), relative error (RE), and root mean squared error (RMSE). …”
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Aerosol Impact on UV Solar Irradiance and Diffuse Fraction by Codrean Andrea, Bunoiu Madalin, Paulescu Marius

“…Also, aerosols contribute to the changes in nature (direct/diffuse) of the UV solar radiation received by a biological organism. This work quantitatively evaluates the aerosol effects on all components of solar UV irradiance (direct-normal, diffuse and global) under clear sky conditions. …”
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Shear Storage Capacity of Vertical Stiffener Joints between Concrete-Filled Double Steel Tubular Columns and Steel Beams by Zhijun Zhou, Yufen Zhang, Miao Wang, Krushar Demoha

“…The results calculated by the theoretical model and the available experimental data were compared, and then one new concept of shear storage coefficient was proposed for the determination of the shear storage capacity of the joint, which quantitatively explained the ductility failure progression of the joint specimens in the seismic performance test. …”
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Real-Time Estimation Methods for the Frequency Support Function Based on a Virtual Wind Turbine by Bo-Hyun Woo, Ye-Chan Kim, Seung-Ho Song

“…The proposed model is based on a turbine state observer that estimates wind speed and the power coefficient, and subsequently estimates generator power, generator speed, and blade pitch angle across various operating modes. …”
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Artificial neural networks analysis of entropy generation in magnetic-micropolar nanofluid flow equipped with porous media and Darcy-Forchheimer law by Zahoor Iqbal, Md Fayz- Al- Asad, Huiying Xu, Xinzhong Zhu, Muhammad Sajjad Hossain, Ridha Selmi, M.M. Alqarni, Sharifah E. Alhazmi, Fahima Hajjej, M.M.H. Imran

“…The Keller-Box technique is utilized to discretized the differential equations and ANN- LMBP technique is applied for the prediction of non-dimensional physical quantitates. These non-dimension data set is divided into three part: 80 % for training, 10 % for testing and 10 % for validation. …”
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Multi optimization of laser drilling of GFRP composites via TOPSIS approach by Ahmed Bahei El-Deen Mahrous, R. A. Elsad, Marwa El-Mahalawy

“…Based on closeness coefficient (Si*) of TOPSIS, the optimum levels of parameters were identified and analysis of variance (ANOVA) was used to quantitatively assess the influence of the input parameters on the output responses. …”
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Individual Travel Knowledge Graph-Based Public Transport Commuter Identification: A Mixed Data Learning Approach by Song Hu, Jiancheng Weng, Quan Liang, Wei Zhou, Peizhao Wang

“…The evaluation indexes of overall accuracy and kappa coefficient of the constructed model are 94.5% and 87.9% separately. …”
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Hydraulic characteristics of sedimentary deposits at the J-PARC proton-accelerator, Japan by Marui Atsunao, H. Gallardo Adrian

“…Grain-size distribution derived from sieve analysis and the coefficient of uniformity showed that soils are poorly sorted. …”
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Machine learning based optimization of titanium electropolishing using artificial neural networks and Taguchi design in eco-friendly electrolytes by Hyun-Kyu Hwang, Seong-Jong Kim

“…This investigation provides a practical pathway for optimizing processes in environmentally sustainable manufacturing by quantitatively analyzing the nonlinear complexity of electrochemical surface treatments.…”
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Data-Driven-Based Attribution of Runoff Changes in Tuwei River Basin in the Northern Windy-Sandy Region of Shaanxi by YU Huanghao, LI Binquan

“…The key point in analyzing the attribution of runoff changes is whether the natural runoff process of the basin can be accurately simulated.However,the application accuracy of hydrological models in arid and semi-arid regions of the Loess Plateau is generally not high.Taking the Tuwei River basin in the northern windy-sandy region of Shaanxi in the middle reach of the Yellow River as an example,this paper proposed an improved natural runoff simulation method based on the data-driven approach,so as to quantitatively analyze the effects of climate changes and human activities on runoff changes in the Tuwei River basin.The results show that the annual runoff series in the basin decreased significantly from 1961 to 2015,and there were two abrupt changes in 1979 and 1996,respectively.The annual runoff of the two periods (1980—1996 and 1997—2015) is 25.8% and 47.1% lower than that of the natural period (1961—1979),respectively.The runoff simulation accuracy of the three data-driven methods after improvement rises significantly.Specifically,the improved method proposed by Zhao Wenlin has the highest accuracy,and the Nash-Sutcliffe efficiency coefficient of annual runoff simulation in the natural period is 0.77.Climate change is the main reason for the significant decrease in the runoff between 1980 and 1996 (with a contribution of up to 80.9%).However,from 1997 to 2015,the contribution of climate change and human activities to the decrease in the runoff changed,with the influence of human activities increasing to a proportion of 58.8%.…”
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Frequency modulation technology for power systems incorporating wind power, energy storage, and flexible frequency modulation by Chunlin Li

“…Under the frequency modulation control strategy, as the droop coefficient increased, the steady-state frequency deviation increased by 0.46%, and the safety margin of steady-state frequency deviation increased by 12%. …”
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Application of Regression Analysis to Identify the Soil and Other Factors Affecting the Wheat Yield by Azhar Hayat, Muhammad Amin, Saima Afzal, Abdisalam Hassan Muse, Omer Mohamed Egeh, Hafiz Saqib Hayat

“…In farming and related fields, numerous connections exist that should be distinguished quantitatively. Several factors affect the various crop yields in different dimensions. …”
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Attribution Analysis of Runoff Variability in Northern-Huai River Plain Based on Improved Budyko-Fu Equation by LIU Kailei, WANG Yining, LI Rui

“…Subsequently, the elasticity coefficient method is used to quantitatively evaluate the response sensitivity and contribution of precipitation, phreatic evapotranspiration, and other factors to the variation in surface water resources. …”
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Vulnerability analysis of the economic-social-ecological complex system of Island tourism destinations. by Mingya Zhang, Yetao Zhou, Senyao Sang

“…Taking Zhoushan, which is a famous island tourism destination in China, as a case, based on the vulnerability analysis framework of exposure, sensitivity, and adaptive capacity, this paper employs the entropy value method, comprehensive index method, system coordination degree model, and obstacle model to quantitatively measure the vulnerability of the economic-social-ecological complex system of Zhoushan from 2011 to 2022. …”
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RESEARCH ON PARAMETRIC MODELING METHOD FOR RESIDUAL STRENGTH OF SUBSEA OIL AND GAS PIPELINE by ZHOU HongMing, ZHOU WenQing, MAO ZhenHua, LV ChaoQun

“…In order to solve the problem of safety assessment effectively for subsea oil and gas pipeline,the rules about pipeline residual strength changing with the defect geometric information such as length,width and depth were analyzed using finite element method（ FEM）,and on this basis the parameterized model of pipeline residual strength was obtained,and the unknown coefficients in the model were identified using improved genetic algorithm,thus the model can describe the quantitative relation between the residual strength and defect geometrical quantity. …”
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A machine-learning framework for accelerating spin-lattice relaxation simulations by Valerio Briganti, Alessandro Lunghi

“…Here we present an accelerated computational framework based on machine-learning models for the prediction of molecular vibrations and spin-phonon coupling coefficients. We apply this method to three open-shell coordination compounds exhibiting long relaxation times and show that this approach achieves semi-to-full quantitative agreement with ab initio methods reducing the computational cost by about 80%. …”
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