Dynamic Analysis of a Timoshenko Beam Subjected to an Accelerating Mass Using Spectral Element Method by Guangsong Chen, Linfang Qian, Qiang Yin

“…This paper presents formulations for a Timoshenko beam subjected to an accelerating mass using spectral element method in time domain (TSEM). Vertical displacement and bending rotation of the beam were interpolated by Lagrange polynomials supported on the Gauss-Lobatto-Legendre (GLL) points. …”
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Designing a cultivation model for top-notch students in basic medicine: a Delphi method by Geng Ni, Yutong Qin, Fangfang Wang, Jianjun Huang

“…These enhancements specifically address previously identified gaps in holistic, systematic cultivation frameworks for top-notch basic medicine students, aligning closely with national educational strategies and global healthcare challenges. Methods This study employed a modified Delphi method conducted over three rounds. …”
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DriverFinder: A Gene Length-Based Network Method to Identify Cancer Driver Genes by Pi-Jing Wei, Di Zhang, Hai-Tao Li, Junfeng Xia, Chun-Hou Zheng

“…In this paper, we present a gene length-based network method, named DriverFinder, to identify driver genes by integrating somatic mutations, copy number variations, gene-gene interaction network, tumor expression, and normal expression data. …”
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Research on Change Information Retrieval Method for Energy Infrastructure Based on Optical Remote Sensing Images by Zhibao Wang, Ying Yuan, Man Zhao, Dan Zhou, Lu Bai, Jinhua Tao, Anna Jurek-Loughrey

“…Traditional change detection methods identify land-use and land cover variations over time, while image retrieval extracts pertinent information from large datasets. …”
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The enhanced heat source model and its verification of unsteady heat transfer simulation in laser quenching based on experiment by Yutong Guo, Gangyan Li, Rui Shen, Hui Shi, Baoming Hu

“…This paper proposes a novel heat source model calculation method for simulation analysis by integrating the weighted residual Galerkin method with matrix block computation, based on temperature data acquired from the upper surface during laser quenching. …”
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Research on the Method of Optimizing the Stress and Improving the Performance for MEMS Gyroscope Based on the Cantilever-Plate Structure by Yunbin Kuang, Xiaoyan Huo, Weitao Guo, Xiaoxing Li, Jiangyan He, Qiong Mao, Xiaolin Ma, Jie Liu

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FocusAugMix: A data augmentation method for enhancing Acute Lymphoblastic Leukemia classification by Tanzilal Mustaqim, Chastine Fatichah, Nanik Suciati, Takashi Obi, Joong-Sun Lee

“…Integrating Multi-Head Attention and Grad-CAM improves the accuracy and effectiveness of class representation in data augmentation methods for medical diagnosis.…”
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A Bayesian Method for Simultaneous Identification of Structural Mass and Stiffness Using Static–Dynamic Measurements by Zhiyong Li, Zhifeng Wu, Hui Chen

“…This paper presents a Bayesian-based finite element model updating method that integrates static displacement measurements and dynamic modal data to simultaneously identify structural mass and stiffness parameters. …”
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A fine-grained human facial key feature extraction and fusion method for emotion recognition by Shiwei Li, Jisen Wang, Linbo Tian, Jianqiang Wang, Yan Huang

“…This paper proposes a method for modeling and extracting key facial features by integrating global and local facial data. …”
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A novel XbaI multiplex PCR method for rapid typing of Klebsiella pneumoniae strains by Ibrahim Ali Al-Zahrani

“…Abstract This study focused on exploiting single-nucleotide polymorphism (SNP) variations in and around XbaI-restriction sites (5′….T↓CTAGA….3′) within the genomes of Klebsiella pneumoniae to develop a multiplex PCR genotyping technique that integrates the high discrimination of pulsed-field gel electrophoresis (PFGE) with the straightforwardness of a multiplex PCR-based procedure, for routine use in clinical laboratories. …”
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Radiation Mapping: A Gaussian Multi-Kernel Weighting Method for Source Investigation in Disaster Scenarios by Songbai Zhang, Qi Liu, Jie Chen, Yujin Cao, Guoqing Wang

“…Traditional radiation mapping methods often fail to accurately capture these complex variations, making the rapid and precise localization of radiation sources a significant challenge in emergency response scenarios. …”
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A Method for Estimating the SOH of Lithium-Ion Batteries Based on Graph Perceptual Neural Network by Kang Chen, Dandan Wang, Wenwen Guo

“…The accurate estimation of battery state of health (SOH) is critical for ensuring the safety and reliability of devices. Considering the variation in health degradation across different types of lithium-ion battery materials, this paper proposes an SOH estimation method based on a graph perceptual neural network, designed to adapt to multiple battery materials. …”
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An Optimized Dynamic Benefit Evaluation Method for Pumped Storage Projects in the Context of the “Dual Carbon” Goal by Cong Feng, Qi Guo, Qian Liu, Feihong Jian

“…In this paper, the multi-stage dynamic benefit evaluation model was constructed by introducing time-of-use tariffs, periodic capacity pricing mechanism, and ancillary service revenue prediction based on machine learning and the multiple regression method. Sensitivity analysis was applied to explore the impact of key parameter variations on economic indicators. …”
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An Effective 3D Instance Map Reconstruction Method Based on RGBD Images for Indoor Scene by Heng Wu, Yanjie Liu, Chao Wang, Yanlong Wei

“…We integrate these point cloud segments into a global voxel map, updating each voxel’s class using color, distance constraints, and Bayesian methods to create an object-level instance map. …”
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Level and flow systems identification of an industrial processes module by LSOD method for PID controllers design by Luis Alberto Cantera-Cantera, Mario Cesar Maya-Rodríguez, Sergio Isai Palomino-Resendiz, Yair Lozano-Hernández, Luis Luna

“…Nowadays, regulation techniques are based on Proportional-Integral-Derivative (PID) controllers and their variations. …”
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MSTD: A Multi-Scale Transformer-Based Method to Diagnose Benign and Malignant Lung Nodules by Xiaoyu Zhao, Jiao Li, Man Qi, Xuxin Chen, Wei Chen, Yongqun Li, Qi Liu, Jiajia Tang, Zhihai Han, Chunyang Zhang

“…To address these issues, we propose a multi-scale transformer-based diagnosis (MSTD) method for benign and malignant lung nodules. To handle significant variations in the shapes and sizes of the lung nodules, we first design a multi-scale module based on parallel branches to extract multi-scale features. …”
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A Novel Method for Holistic Collision Risk Assessment in the Precautionary Area Using AIS Data by Yu Zhong, Hongzhu Zhou, Manel Grifoll, Agustí Martín, Yusheng Zhou, Jiao Liu, Pengjun Zheng

“…Traditional collision risk assessment methods, such as distance to closest point of approach (DCPA) and time to closest point of approach (TCPA), often overlook environmental uncertainties and variations in human response. …”
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Determinants of implementing the 15-method in Danish general practice using the consolidated framework for implementation science by Peter Næsborg Schøler, Jens Søndergaard, Sanne Rasmussen, Kristina Hasselbalch Volke, Per Nilsen, Anette Søgaard Nielsen

“…Abstract Background Excessive alcohol consumption is a significant global health issue, often unaddressed in primary care. The 15-method, a three-step opportunistic screening and treatment tool premised on Motivational Interviewing and integrated within the Screening, Brief Intervention and Referral to Treatment framework, offers a structured approach for healthcare professionals to identify and treat alcohol-related problems. …”
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Statistical analysis of an in-vehicle image-based data collection method for assessing airport pavement condition by Ianca Feitosa, Bertha Santos, Jorge Gama, Pedro G. Almeida

“…Kruskal-Wallis tests were applied to each method separately. Significant section-based differences were found in 11 of 12 cases for the traditional method and in 2 of 12 cases for the in-vehicle image-based method, indicating greater sensitivity of the on-foot inspection to spatial variation in distress distribution. …”
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A Method for Temporally Resolved Continuous Inline Measurement of Multiple Solute Concentrations With Microfluidic Spectroscopy by Andrea Lorenzo Henri Sergio Detry, Vinny Chandran Suja, Nathaniel Merriman Sims, Robert A. Peterfreund, David E. Arney

“…<italic>Goal:</italic> To develop a compact, real-time microfluidic spectroscopy system capable of simultaneously measuring the concentrations of multiple solutes flowing together through a single fluid pathway with high temporal resolution. <italic>Methods:</italic> The measurement system integrates a Z-flow cell and dual-wavelength LED light sources with a compact spectrophotometer. …”
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