Analyzing Crash Severity: Human Injury Severity Prediction Method Based on Transformer Model by Yalan Jiang, Xianguo Qu, Weiwei Zhang, Wenfeng Guo, Jiejie Xu, Wangpengfei Yu, Yang Chen

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Transformer Failure Rate Model Based on DDgPCE Method and Oil Chromatography Datadd by CHEN Li juan, WU Jian jun, WANG Gang, DAI Zi kuo, LIU Zhen dong, TAN Yu hua, ZHOU Yul ong

“…Finally, through the example analysis and calculation, the failure rate model established in this paper has a high precision and has a certain value of engineering application.…”
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Prediction method of sugarcane important phenotype data based on multi-model and multi-task. by Jihong Sun, Chen Sun, Zhaowen Li, Ye Qian, Tong Li

“…Furthermore, an analysis of the sugarcane intelligent prediction model's performance under a specialized data environment, incorporating self-prepared data, reveals that the XGBoost algorithm exhibits greater stability. …”
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A prediction method for radiation proctitis based on SAM-Med2D model by Ning Zhang, Haifeng Ling, Wenyu Zhang, Mei Zhang

“…In this study, we propose a novel paradigm that leverages deep learning models for initial segmentation, followed by detailed radiomics analysis. …”
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Comparison of Prediction Models for Sonic Boom Ground Signatures Under Realistic Flight Conditions by Jacob Jäschke, Samuele Graziani, Francesco Petrosino, Antimo Glorioso, Volker Gollnick

“…This paper presents a comparative analysis of simplified and high-fidelity sonic boom prediction methods to assess their applicability in the conceptual design of supersonic aircraft. …”
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Thermal conductivity evaluation of C/C-foam sandwich based on multiscale modeling method by Zhixin Peng, Yuchao Yuan, Wenyong Tang

“…PBCs are defined and the finite element homogenization method is used to study the thermal conductivity of RVE model. …”
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Breast mass lesion area detection method based on an improved YOLOv8 model by Yihua Lan, Yingjie Lv, Jiashu Xu, Yingqi Zhang, Yanhong Zhang

“…Future work will explore the potential applications of the developed models to other medical image analysis tasks.…”
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THE POSSIBILITY OF STUDYING SUPERSONIC FLOW PROFILE CLOSE TO THE SCREEN BY THE METHOD OF HYDRAULIC ANALOG MODELING by D. T. Aliakbarov, A. A. Kukin, V. V. Trofimov

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A Novel Learning-Based MPC Method via Basic-Residual Cooperative Model by Yuesheng Liu, Zhongxian Xu, Ning He, Lile He, Fuan Cheng

“…This study proposes a novel model predictive control (MPC) method based on the basic-residual cooperative model. …”
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Weighted Fusion Method of Marine Gravity Field Model Based on Water Depth Segmentation by Zhaoyu Chen, Qiankun Liu, Ke Xu, Xiaoyang Liu

“…Among the marine gravity field models derived from satellite altimetry, the Scripps Institution of Oceanography (SIO) series and Denmark Technical University (DTU) series models are the most representative and are often used to integrate global gravity field models, which were inverted by the deflection of vertical method and sea surface height method, respectively. …”
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Multiple model visual feature embedding and selection method for an efficient ocular disease classification by Isha Kansal, Vikas Khullar, Preeti Sharma, Supreet Singh, Junainah Abd Hamid, A. Johnson Santhosh

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Modelling Infiltration Based on Source‐Responsive Method for Improving Simulation of Rapid Subsurface Stormflow by Xuhui Shen, Jintao Liu, Xiaole Han, Hai Yang, Hu Liu, Feiyu Ni

“…In this study, based on the source‐responsive method that divides the soil into source‐responsive and diffusive domains, the allocation ratio of infiltrated water in macropores recharging the matrix were derived and it was coupled with PIHM (Penn State Integrated Hydrologic Model) as PIHM‐SRM (PS). …”
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Fitting method of concrete damage Poisson’s ratio model based on Kolmogorov-Arnold network by Yu Yang, Jiahui Xu, Qiangbing Zhou, Shichao Kong, Keyi Lin

“…This study proposes a combination of the Kolmogorov-Arnold Network (KAN), which can fit complex nonlinear relationships with high precision, and the Finite Element Method (FEM) to address this challenge. The research first summarizes the influencing factors of the concrete damage Poisson’s ratio model from classical theories, then uses data obtained from measurements and finite element analysis to train the KAN to develop the concrete damage Poisson’s ratio prediction model. …”
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Framework to assist investment portfolio generation for financial sector by Breno Barros Telles do Carmo, Pablo Picasso Morais de Medeiros, Thomas Edson Espíndola Gonçalo, Gabriela Colaço Correia

“…Also, the research provides investors with a clear and accurate method for selecting a stock portfolio and allowing customization of the model. …”
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Study on Calibration Method of Micromechanical Parameters for Discrete Element Model of Moderately Consolidated Sandstones by Wenhong Zhang, Zhengchao Ma, Hantao Zhao, Tianyu Wang, Panpan Zhang, Jiacheng Dai, Shouceng Tian

“…As an effective research tool, the discrete element method (DEM) encounters challenges during the modeling phase, such as a large number of micromechanical parameters, low modeling efficiency, and unclear coupling mechanisms among multiple parameters. …”
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Listract Test: A Standardized Assessment Method for Isolated Lisfranc Instability in Cadaver Models by Vasundhara Mathur, David Osei-Hwedieh, Sayyed Hadi Sayyed Hosseinian, Fernando Raduan, Philip B Kaiser, Gregory R Waryasz, Lorena Bejarano-Pineda, John Y Kwon, Hamid Ghaednia, Soheil Ashkani-Esfahani

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Finite Element Simulation Analysis of Acoustic Transmission Characteristics for Periodic Pipe String Channels by WANG Senliang, HE Yufa, WEI Jianfei, CHAI Xiaofei, WANG Yue, WU Wentao

“…Based on the finite element method (FEM), this paper firstly builds a two-dimensional axisymmetric pipe string model with the COMSOL software. …”
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Modeling dynamic and static operating modes of a low-power asynchronous electric drive by Viktor Lyshuk, Sergiy Moroz, Yosyp Selepyna, Valentyn Zablotskyi, Mykola Yevsiuk, Viktor Satsyk, Anatolii Tkachuk

“… The article presents a mathematical model of the asynchronous motor in oblique coordinates, based on differential equations expressed in the standard Cauchy form. …”
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Jointed rock slope stability evaluation based on PEM-JFEM method by XIAO Shu, WU Shun-chuan, GAO Yong-tao, HAN Guang, ZHOU Yu, CHENG Ai-ping

“…A probability model was established,which puts the mean and standard deviation of rock material strength parameters(friction angle and cohesive) as input variables and the safety factors as output variables,and the point estimation state functions were solved by the jointed finite element method. …”
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Mathematical analysis of certain road safety indicators in the Russian Federation by A. G. Shevtsova

“…In the research work, methods of statistical and mathematical analysis, models for determining the state of road safety at different levels - world, state and regional, depending on various parameters are used.Results. …”
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