Mathematical Models Used for Brachytherapy Treatment Planning Dose Calculation Algorithms by Shefali Kanwar, Surbhi Gupta

“…This work is done to evaluate the correctness of five algorithms that are presently employed for treatment planning, including pencil beam convolution (PBC), superposition (SP), anisotropic analytical algorithm (AAA), Monte Carlo (MC), Clarkson Method, Fast Fourier Transform, Convolution method. …”
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Predictive Modeling of Surface Subsidence Considering Different Environmental Risk Zones by Yunsong Li, Yongjun Qin, Liangfu Xie, Yangchun Yuan, Jie Ran

“…Therefore, this paper proposes a surface settlement prediction model based on environmental risk zoning. Establish the integrated impact zoning of underground mining environmental risk through spatial superposition and risk quantification, and divide the construction environment into high-risk, middle-risk, and low-risk region. …”
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The Method for Determining the Internal Complex Resistance of a Source to Obtain Maximum Power from an Active Multi-Pole by Busher V. V., Glazeva O. V.

“…The solution is found using the principle of a superposition and an analytical search for an extremum in an active DC three-pole. …”
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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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A Crossover Adjustment Method Considering the Beam Incident Angle for a Multibeam Bathymetric Survey Based on USV Swarms by Qiang Yuan, Weiming Xu, Shaohua Jin, Tong Sun

“…To address the challenges of systematic error superposition and edge beam error propagation in multibeam bathymetry surveying, this study proposes a novel error adjustment method integrating crossover error density clustering and beam incident angle (BIA) compensation. …”
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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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Spatial Characteristics and Driving Mechanisms of Carbon Neutrality Progress in Tourism Attractions in the Qinghai–Tibet Plateau Based on Remote Sensing Methods by Bing Xia

“…Data envelopment analysis and econometric models are utilized to assess the “carbon emissions–carbon sinks–economic output” coupling efficiency relationship and driving mechanism under the framework of the tourism carbon neutrality process. …”
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Enhancing Text Classification Through Quantum Transfer Learning: A Hybrid Quantum-Classical Approach With Complex Kernel Self-Attention Networks by Xiaoxiao Chen, Xiaoping Lou

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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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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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Flow-induced vibration response analysis of windshield of high-speed train based on proper orthogonal decomposition and pseudo excitation method by Xiang Liu, Pengxiang Lv, Xiao Liu

“…The dynamic model of the windshield is established by mode superposition method to reduce the degrees of freedom of the windshield structure. …”
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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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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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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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Loss Function Optimization Method and Unsupervised Extraction Approach D-DBSCAN for Improving the Moving Target Perception of 3D Imaging Sonar by Jingfeng Yu, Aigen Huang, Zhongju Sun, Rui Huang, Gao Huang, Qianchuan Zhao

“…For rapid data annotation, a batch annotation method combining human expertise and multi-frame superposition is proposed. …”
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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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Localization of Conveyor Belt Damages Using a Deep Neural Network and a Hybrid Method for 1D Sequential Data Augmentation by Iwona Komorska, Andrzej Puchalski, Damian Bzinkowski

“…The article describes an innovative method for detecting conveyor belt damage using a strain gauge system and deep learning techniques. …”
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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

“…QKDTI was evaluated on benchmark datasets - Davis and KIBA, and validated independently on BindingDB. This model achieves 94.21% accuracy on DAVIS, 99.99% on KIBA, and 89.26% on BindingDB, significantly outperforming classical and other quantum models. …”
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