DBPFNet: a double branch parallel fusion neural network method for land subsidence susceptibility mapping with InSAR observation data by Yi He, Binghai Gao, Haowen Yan, Qing Zhang, Lifeng Zhang, Wende Li, Xu He, Jiangang Lu

“…Current machine learning methods for land subsidence susceptibility mapping (LSSM) predominantly focus on the spatial features of land subsidence conditioning factors (LSCFs), overlooking the sequence relationships that merger after the superposition of these factors. …”
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Theoretical Derivation and Parameters Analysis of a Human-Structure Interaction System with the Bipedal Walking Model by Huiqi Liang, Zhiqiang Zhang, Peizi Wei

“…The classical mode superposition method is utilized to calculate the response of the structure. …”
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A novel hybrid model based on MPA-VMD, QRMGM and KDE for carbon price prediction by Dabin Zhang, Yufeng Ye, Yongmei Fang, Jing Zhou

“…Experimental results showed that the performance of the proposed model was validated across five aspects: the superiority of the decomposition method, point prediction accuracy, suitable prediction interval, comprehensive probability prediction performance, and training time relative to six benchmark models.…”
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A MODEL OF THE SELF-STRESS STATE OF THE SEDIMENTARY ROCK AND ITS APPLICATION TO ESTIMATION OF RESIDUAL EFFECTS by A. I. Moroz

“…By applying the method of superposition of the two fields of stresses during unloading, it is possible to reveal the cause-and consequence relationship between the initial state of stresses and the occurrence of own stresses and, subsequently, to trace the self-stress state. …”
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A Semianalytical Model for Simulating Fluid Flow in Tight Sandstone Reservoirs with a Bottom Aquifer by Suran Wang, Yuhu Bai, Bingxiang Xu, Ling Chen, Wenlan Li, Yanzun Li

“…In the model, the hydraulic fracture is handled discretely with a numerical discrete method. …”
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Modeling the electrostatic field of a charged ring located inside an infinite cylinder in the presence of a torus by G. Ch. Shushkevich

“…The field source is a thin charged ring located on a plane perpendicular to the axis of the cylindrical screen.Methods. To solve the problem, the method of addition theorems is used. …”
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4E Analysis of solar photovoltaic, wind, and hybrid power systems in southern Pakistan: energy, exergy, economic, and environmental perspectives by Uzair Yousuf Muhammad, Malik Muhammad Hamza, Umair Muhammad

“…In this study, the Bastankhah wake deficit model, along with the weighted sum superposition model, is applied to assess the wind turbine performance. …”
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Derivation and application of analytical model for engineering optimization of drainage well hole in coal seam roof aquifer by Zhenfang ZHOU

“…Based on the principle of “mapping well” for groundwater, analytical model of well flow for calculating the depth reduction at any point during the drainage process of bounded aquifers at the top and bottom has been derived, then, based on the principle of underground water radiation well flow, a method for optimizing the number of branch boreholes in the “radiation well” for drainage water has been proposed. …”
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A hybrid spectral prediction model for printed images based on whale-optimized deep neural network by Dongwen Tian, Dongwen Tian, Jinghuan Ge, Na Su

“…Finally, the Improved Whale Optimization Algorithm (IWOA) is employed to optimize the parameters of the deep neural network (DNN) model. The experimental results show that our model significantly outperforms traditional methods in reducing CIEDE2000 color differences, enabling the early prediction of spectral colors in printed images and improving print image quality. …”
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Quasi-Static Cyclic Test on a Concrete-Encased Frame-Reinforced Concrete Tube Building Model by Lei Zeng, Yunfeng Xiao, Juan Chen, Yiguang Chen

“…The quasi-static testing with multipoint loading was carried out, and mode-superposition response spectrum method was adopted to control the amplitude of displacement. …”
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A New Radar Echo Generation Model for Ultra-Low Altitude Targets in Far-Field Conditions by Zhao Long Wang, Chuang Ming Tong, Tong Wang, Yi Jin Wang, Qing Kuan Wang

“…This paper proposed a new radar echo simulation method for ultra-low altitude targets in far-field conditions. …”
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Consturction and Optimination of Urban Ecological Space Network Based on MSPA Model and Ecological Protection Importance Evaluation by Wang Kun, Ma Chunxu, Zheng Yihan, Tian Xin, Hong Li, Liu Dan

“…[Methods] The importance of ecological protection at Mudanjiang City, Heilongjiang Province was evaluated using the topological superposition of MSPA analysis results, and the birth source area was comprehensively obtained. …”
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Optimal Configuration Model of Photovoltaic and Energy Storage Joint System Considering Coordination of Multiple Transaction Scenarios by CHEN Kun, SHANG Long-long, LUO Jin-ge

“…We establish a optimization model based on multiple transaction scenarios. The target function is the combination with the support vector machine and model prediction control method, calculating the economic benefits of userside photovoltaic energy storage systems based on PJM market rules, with a simulation analysis of the transaction data of the actual photovoltaic energy storage system in a certain region in China. …”
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Study on the Lateral Dynamic Impedance of Pile Groups in Transversely Isotropic Soil Using Novak’s Plane Model by Linchao Liu, Qifang Yan

“…The Dobry and Dazetas simplified solution of attenuation function is different from that of solution of plane model. The pile-pile horizontal dynamic interaction factor in transversely isotropic soil is obtained by using the initial parameter method and Krylov function. …”
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Analysis of Electron Distribution Functions From the Magnetospheric Multiscale (MMS) Mission Using the Gaussian Mixture Model by Beniamino Sanò, Nathan N. Maes Anno, David L. Newman, Marty Goldman, Francesco Valentini, Denise Perrone, Giovanni Lapenta

“…Abstract Velocity distribution functions (VDFs) measured by the Magnetospheric Multiscale (MMS) mission are complex 3D data sets that can be represented as a superposition of multiple beams. Recent work proposed the use of the Gaussian Mixture Model (GMM) to identify different populations. …”
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Annual Variation Characteristics of Air Conditioning Operating Behavior and Its Impact on Model Application in Office Buildings by Xin Zhou

“…This study reveals a method for dynamically adjusting the AC operating behavior model and improving its accuracy, which can significantly improve the accuracy of AC operating behavior modeling, the practical application effect of the behavior model, and reduce the energy consumption and carbon emissions of buildings.…”
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Delaying disease progression in COPD with early escalation to triple therapy: a modelling study (DEPICT-2) by Dave Singh, Diego Fabian Litewka, Joan B. Soriano, Adrian Rendon, Frederico Leon Arrabal Fernandes, Rafael Páramo-Arroyo, Tim Trinidad, Hakan Günen, Sudeep Acharya, Bhumika Aggarwal, Gur Levy, Chris Compton, Abdelkader El Hasnaoui, Peter Daley-Yates

“…Methods This modelling approach used a longitudinal nonparametric superposition model using published data regarding exacerbations, QoL (assessed by St George's Respiratory Questionnaire (SGRQ)) and mortality. …”
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On the Extended Simple Equations Method (SEsM) for Obtaining Numerous Exact Solutions to Fractional Partial Differential Equations: A Generalized Algorithm and Several Applications by Elena V. Nikolova

“…For generating these exact solutions, it is assumed that each system variable in the studied models exhibits multi-wave behavior, which is expressed as a superposition of two waves propagating at different velocities. …”
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TWO-PARAMETER IRT MODEL APPLICATION TO ASSESS PROBABILISTIC CHARACTERISTICS OF PROHIBITED ITEMS DETECTION BY AVIATION SECURITY SCREENERS by A. K. Volkov, D. V. Aidarkin, A. K. Volkov

“…The most important complexity factors are: geometric characteristics of a prohibited item; view difficulty of prohibited items; superposition of prohibited items byother objects in the bag; bag content complexity; the color similarity of prohibited and usual items in the luggage.The one-dimensional two-parameter IRT model and the related criterion of aviation security screeners’ qualification have been suggested. …”
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Source-sink system analysis and sedimentary model of Cretaceous Yageliemu Formation in Xinhe area, northern Tarim Basin by HAO Jianlong, YANG Yufang, LI Shuai, ZHANG Li, MENG Luying, BI Xiaolong, YANG Qinchao

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