A State-of-Health Estimation Method for Lithium Batteries Based on Incremental Energy Analysis and Bayesian Transformer by Yanmei Li, Liang Tu, Chaolong Zhang

“…To address this issue, this paper proposes a LIB’s SOH estimation method based on incremental energy analysis (IEA) and transformer. …”
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TLINet: A defects detection method for insulators of overhead transmission lines using partially transformer block. by Xun Li, Yuzhen Zhao, Yang Zhao, Zhun Guo, Yongming Zhang, Xiangke Jiao, Baoxi Yuan

“…First, a Multi-Branch Partially Transformer Block (MBPTB) is designed to enhance the backbone's capability in capturing global features. …”
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A new protection method for UHV converter transformers suitable for no-load closing andinter-turn faults by JIN Enshu, WU Wanning, ZHANG Bihong, ZHU Hong, GENG Mengwei

“…In this paper, according to the Spearman coefficient and the time coefficient of absolute value of zero-sequence current, a new method for identifying excitation inrush current of UHV converter transformer is proposed. …”
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Research on the Heavy Gas Setting Method of Oil-Immersed Transformer Based on Oil Flow Acceleration Characteristics by Yuangang Sun, Zhixiang Tong, Jian Mao, Junchao Wang, Shixian He, Tengbo Zhang, Shuting Wan

“…At the same time, the alarm time of the heavy gas setting method based on the oil flow acceleration characteristics is greatly shortened, which can reflect the internal fault of the transformer in time and significantly improve the sensitivity of the heavy gas alarm.…”
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SFT-GAN: Sparse Fast Transformer Fusion Method Based on GAN for Remote Sensing Spatiotemporal Fusion by Zhaoxu Ma, Wenxing Bao, Wei Feng, Xiaowu Zhang, Xuan Ma, Kewen Qu

“…To address the aforementioned challenges, this article proposes a Sparse Fast Transformer fusion method based on Generative Adversarial Network (SFT-GAN). …”
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Three-dimensional matter wave soliton transformation between different optical lattices in a cold Rydberg atomic system by Wei Peng, Yu Wang, Yuan Zhao, Zhuo Fan, Siliu Xu

“…The 3D MWSs are obtained by the square operator method, and transformed to other types (elliptical/ring/necklace) by performing time evolution with the split-step Fourier method. …”
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ImagTIDS: an internet of things intrusion detection framework utilizing GADF imaging encoding and improved Transformer by Peng Wang, Yafei Song, Xiaodan Wang, Xiangke Guo, Qian Xiang

“…The traffic patterns of IoT are complex and high-dimensional, which makes it difficult to distinguish the tiny differences between normal and malicious samples. To tackle the above problems, we propose an IoT intrusion detection architecture based on Gramian angular difference fields (GADF) imaging technology and improved Transformer, named ImagTIDS. …”
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Fine-Grained Fault Diagnosis Method of Rolling Bearing Combining Multisynchrosqueezing Transform and Sparse Feature Coding Based on Dictionary Learning by Guodong Sun, Yuan Gao, Kai Lin, Ye Hu

“…To accurately diagnose fine-grained fault of rolling bearing, this paper proposed a new fault diagnosis method combining multisynchrosqueezing transform (MSST) and sparse feature coding based on dictionary learning (SFC-DL). …”
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Forecasting Limits of Feasible Organization Growth by Using Key Predictors of Organizational Transformation by A. L. Bobkov

“…The principle distinguishing feature of this methodological approach is the use of indicators defined by the author as key predictors of organizational transformation. This set of indicators was identified by the author through results of earlier statistical research of transformation laws of organization production structure in different sectors of economy. …”
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Fast Single-Mode Fiber Nonlinearity Monitoring: An Experimental Comparison Between Split-Step and Nonlinear Fourier Transform-Based Methods by Pascal de Koster, Olaf Schulz, Jonas Koch, Stephan Pachnicke, Sander Wahls

“…Second, a recently proposed nonlinear Fourier transform (NFT)-based method, which matches solitonic eigenvalues in the transmitted and received signals for various <inline-formula><tex-math notation="LaTeX">$\gamma$</tex-math></inline-formula> values. …”
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Tannin removal from Persian gum and investigation of physicochemical properties: Comparing different methods by Pardis Ghasemi, Fatemeh Azarikia

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Study on the distribution characteristics of α-Solanine in different parts of Solanum nigrum based on infrared spectroscopy by Yan Liu, Jiankang Zhao, Minzhen Si

“…This study employs Fourier Transform Infrared Spectroscopy (FTIR) to quantitatively analyze the distribution patterns and metabolic roles of α-solanine across different organs (roots, stems, leaves, flowers, and fruits) of Solanum nigrum. …”
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Calculation of spatial target coordinates in range-difference passive radars by the Levenberg – Marquardt method by A. A. Dmitrenko, S. Y. Sedyshev, Y. У. Kuleshov, A. A. Bogatyrev

“…This article studies and analyzes the results of applying numerical iterative methods for solving nonlinear equation systems (Newton, modified Newton's method, gradient descent, sequential iterations, Levenberg – Marquardt), compiled and used to calculate the rectangular spatial coordinates of radio emission sources in range-difference passive radars of various configurations (incorporating from 3 to 4 receiving points). …”
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ERNIE-TextCNN: research on classification methods of Chinese news headlines in different situations by Yumin Yan

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Seasonal Analysis of Planetary Boundary Layer and Turbulence in Warsaw, Poland Through Lidar and LES Simulations by Rayonil G. Carneiro, Maciej Karasewicz, Camilla K. Borges, Lucja Janicka, Dongxiang Wang, Gilberto Fisch, Iwona S. Stachlewska

“…Using remote sensing lidar sensor data, the PBLH was calculated using wavelet covariance transform (WCT) and the gradient method (GM). Also, simulations of turbulent fluxes were performed utilizing the large eddy simulation (LES) from the Parallel Large Eddy Simulation Model (PALM) to better understand how turbulence and convection behave across different seasons in Warsaw. …”
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Research on CNC Machine Tool Spindle Fault Diagnosis Method Based on DRSN–GCE Model by Xiaoxu Li, Jiahao Wang, Jianqiang Wang, Jixuan Wang, Jiaming Chen, Xuelian Yu

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GF-2 Remote Sensing-Based Winter Wheat Extraction With Multitask Learning Vision Transformer by Zhihao Zhao, Zihan Liu, Heng Luo, Hui Yang, Biao Wang, Yixin Jiang, Yanqi Liu, Yanlan Wu

“…The method incorporates a multitask learning framework-Vision Transformer-based model (namely MCFormer) that combines semantic segmentation and boundary detection. …”
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Assessing Accuracy of Chat Generative Pre-Trained Transformer’s Responses to Common Patient Questions Regarding Congenital Upper Limb Differences by Niklaus P. Zeller, BS, Ayush D. Shah, BA, Ann E. Van Heest, MD, Deborah C. Bohn, MD

“…Purpose: The purpose was to assess the ability of Chat Generative Pre-Trained Transformer (ChatGPT) 4.0 to accurately and reliably answer patients’ frequently asked questions (FAQs) about congenital upper limb differences (CULDs) and their treatment options. …”
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Research on Identification Method of Transformer Windings’ Loose Vibration Spectrum Considering a Multi-Load Current Condition by Jin Fang, Xudong Deng, Yuancan Xia, Chen Wu, Yuehua Li, Xin Li, Kaixin Chen, Fan Wang, Zhanlong Zhang

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Transforming Burnishing Techniques: A Novel Method to Enhance Efficiency and Surface Quality Through Tool Feed Variation by Frezgi Tesfom Kebede, Csaba Felho

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