‌Rockburst intensity grading prediction based on the LOF-ENN-KNN model‌ by Haoran Ge, Jiyong Zhang, Congbo Ma, Kai Hui, Yicong Li, Ziniu Wu

“…Through the comparison and exploration of different sampling methods and different combinations of LOF algorithm, single resampling technology (SMOTE, ADASYN) or simple technology superposition (LOF-SMOTE, LOF-ADASYN) is easy to introduce over-fitting or negative coupling effect, while LOF-ENN-KNN significantly improves the robustness and generalization ability of the model through modular design. …”
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Effect of the Dynamic Load on Stresses in a Deck Pavement with an Interlayer Contact Model by Xuntao Wang, Jianhu Feng, Hu Wang, Shidi Hong, Xiaohan Cheng, Supei Zheng

“…Random surface roughness of bridge deck pavement just like random road surface roughness was simulated by the harmony superposition method in this paper. The dynamic load of vehicle was calculated by the random surface roughness of the deck pavement and the quarter-car model. …”
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Surge Characteristics of Reservoir Bank Granular Landslide Based on Physical Model Experiments by Shanshan WANG, Jianzhao ZHANG, Dongpo WANG, Dongxu YANG, Weilin YUAN, Chaojun OUYANG

“…Three-dimensional physical model experiments of granular landslide surges are designed and conducted. …”
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A Fast Simulation Model of Pantograph–Stitched-Catenary Interaction in Long-Distance Travel by Like Pan, Yan Xu, Zhendong Liu, Chonhui Xiao, Jilin Lei

“…The results show that the proposed model can be seven times faster than the traditional modal superposition method with the same accuracy in a stitched catenary system, and the existing catenary system cannot be operated at an overdesigned speed without increasing the contact wire tension. …”
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A Productivity Prediction Model for Multistage Fractured Horizontal Wells in Shale Gas Reservoirs by Yongchao Xue, Hua Tian, Fengyuan Zhang, Longjun Wang, Qingshuang Jin

“…Based on the developed model, a productivity prediction method for MFHWs in shale gas reservoirs has been established, and sensitivity of the impact factors on productivity was analyzed. …”
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Creep behavior of clayey soil and its model prediction in the Cangzhou land subsidence area by Jianfeng Qi, Yongjie Xie, Chen Li, Haipeng Guo, Yunlong Wang

“…The model contains five parameters, which can be solved by using genetic algorithm, and then a simple determination method of the parameters is proposed. …”
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Geodynamic Model of the Interaction Between the Continental Lithosphere and the Active Continental Margin in East Asia by Lobkovsky Leopold, Gabsatarov Yu., Alekseev Dmitry, Vladimirova Irina, Ramazanov Mukamay, Kotelkin V.

“…We propose a model that attribute the observed motion pattern to the superposition of the long-term subduction-driven convection regime beneath the continent causing the ocean-ward lithosphere extension and the shorter-term cyclic motion of seismogenic blocks with alternating directions. …”
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An experimental investigation of the effect of barrier trench on vibration propagation on a laboratory scale model by Abdulkadir Karadogan, Mehmet Aksoy, Deniz Adiguzel, Umit Ozer, Ulku Kalayci Sahinoglu, Meric Can Ozyurt, Zeynep Sertabipoglu, Medih Ozan Egemen

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Bridge Deflection Separation Prediction Model Based on DWT-LSTM and Its Engineering Application by ZHENG Shuai, JIANG He, WANG Zhongchang, DING Jia, YANG Yi

“…Compared to traditional prediction models, the proposed model demonstrates higher accuracy, smaller errors, and superior capability in handling time-lag effects, providing a new approach and method for long-term bridge deflection prediction.…”
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Predictive Model of Granular Fertilizer Spreading Deposition Distribution Based on GA-GRNN Neural Network by Lilian Liu, Guobin Wang, Yubin Lan, Xinyu Xue, Suming Ding, Huizheng Wang, Cancan Song

“…The particle deposition distribution data under different operating parameters were obtained by EDEM simulation and data superposition methods, and a generalized regression neural network (GRNN) based on a genetic algorithm (GA) was used to establish the prediction model of particle deposition, which was validated by bench test. …”
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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 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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Electrodynamic Model of the Signal Scattered by the Multilayer Structure with the Use of Physical Optics and Ray Tracing Technique by V. V. Bahchevnicov

“…As their carrying out demands big expenses, simulation modeling is actual. There are many methods of estimating an electromagnetic field (EMF) scattered by the earth's surface. …”
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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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QKDTI A quantum kernel based machine learning model for drug target interaction prediction by Gundala Pallavi, Ali Altalbe, R. Prasanna Kumar

“…Traditional in-silico methods, such as molecular docking, classical machine learning, and deep learning, have made significant progress in addressing this issue. …”
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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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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 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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