A Transformer-LSTM-SVR hybrid model for AI-driven emotional optimization in NEV embedded interior systems by Zongming Liu, Xuhui Chen, Xinan Liang, Zhicheng Sun, Fengqi Yang, Wenwen Ou, Linwei Li, Xiayan Qin

“…Furthermore, interpretability analysis reveals key design feature differences among user groups. The proposed method combines a Transformer module, which captures higher-order interactions among multidimensional design parameters (e.g., sentiment evaluation coefficients and task completion time), and a Long Short-Term Memory (LSTM) network, configured to enhance time-series feature capture through adjustments to hidden unit count and sequence length. …”
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Empirical Analysis of Enterprise Digital Transformation Degree on Listed Manufacturing Companies’ Performance from the Digital Economy Perspective by Lu Kehan

“…Using panel data from China’s manufacturing A-share listed firms (2014–2023), this paper empirically analyzes the impact of corporate digital transformation on business performance using text mining and econometric methods. …”
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LEVEL OF TRANSFORMING GROWTH FACTOR BETA-1 RELATES TO CONGENITAL LIVER DISEASE SEVERITY IN CHILDREN OF EARLY AGE by R. M. Kurabekova, O. P. Shevchenko, O. M. Tsiroulnikova, N. P. Mozheyko, I. E. Tsiroulnikova, A. R. Monakhov, S. V. Gautier

“…Analysis of relationship between transforming growth factor beta-1 (TGF-β1) level in blood and liver disease severity before and after liver transplantation in early age children with congenital liver diseases. …”
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Gas Chromatography/Atmospheric Pressure Chemical Ionization-Fourier Transform Ion Cyclotron Resonance Mass Spectrometry of Pyrolysis Oil from German Brown Coal by Jan Zuber, Marius M. Kroll, Philipp Rathsack, Matthias Otto

“…For instance, it was possible to separate and identify nine different propylphenol, ethylmethylphenol, and trimethylphenol isomers. …”
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CDFAN: Cross-Domain Fusion Attention Network for Pansharpening by Jinting Ding, Honghui Xu, Shengjun Zhou

“…However, traditional spatial-domain methods often fail to preserve high-frequency texture details, leading to entropy degradation in the resulting images. …”
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High-Impedance Fault Detection in DC Microgrid Lines Using Open-Set Recognition by Ivan Grcić, Hrvoje Pandžić

“…However, the waveform of high-impedance faults differs from that of other transients as it is characterized by a repetitive and nonlinear pattern caused by current reignition. …”
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Abstract 006: Glenzocimab Is Associated With Less Haemorrhagic Transformation Using Artificial Intelligence Imaging In Mechanical Thrombectomy Patients by Andrea Comenducci, Adeline Meilhoc, Yannick Pletan, Sophie Binay, Gilles Avenard, Davide Carone, Alistair Perry, Rafael Namias, Olivier Joly, George Harston, Mikael Mazighi

“…Glenzocimab had a greater effect on reducing the risk of haemorrhagic transformation in the MT subgroup (exploratory p=0.001). …”
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A comprehensive review of diffuse reflectance infrared Fourier transform spectroscopy (DRIFTS) techniques in protonic ceramic cells (PCCs): Current status and future perspective by Zixian Wang, Fan Liu, Yuqing Meng, Wenjuan Bian, Haiyan Zhao, Chuancheng Duan, Michael T. Benson, Meng Li, Bin Liu, Dong Ding

“…As a fast and cost-effective method for physicochemical fingerprinting, diffuse reflectance infrared Fourier transform spectroscopy (DRIFTS) has proven to be a surface-sensitive analytical tool for structural and functional studies. …”
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Application of fourier transform infrared vibrational spectroscopy in identifying early biochemical changes in lipid profiles of individuals undergoing Roux-en-y gastric bypass by Amanda Motta de Bortoli, Márcia Helena Cassago Nascimento, Blanca Elena Guerrero Daboin, Beatriz Bobbio de Brito, Luiza Recla Pessotti, Paulo Roberto Filgueiras, Andressa Bolsoni Lopes, Valerio Garrone Barauna, Fabiano Kenji Haraguchi

“…Abstract Background Fourier transform infrared spectroscopy (FTIR) is an analytical technique increasingly applied in biological analysis. …”
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Stereo Vision Method Application to Road Inspection by Marcin Staniek

“…The paper presents the stereo vision method for the mapping of road pavement. The mapped road is a set of points in three-dimensional space. …”
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Method for Calculating Transients in a Gas Pipeline by A. S. Fikov

“…The solution is based on the widely used method of separation of Fourier variables. In order to simplify the calculations, the original differential equation is transformed in such a way that the boundary conditions acquire the property of homogeneity. …”
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High-Resolution Reflected Wave Extraction and Imaging Enhancement for Array Acoustic Logging by YUE Wenzheng, LIU Dongming, TIAN Bin, QIN Minjun

“…This proposed method combines the shearlet transform with two-dimensional Fourier transform to achieve multi-scale and multi-directional decomposition of array acoustic logging signals. …”
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Study on the Geographic Traceability and Growth Age of <i>Panax ginseng</i> C. A. Meyer Base on an Electronic Nose and Fourier Infrared Spectroscopy by Jinying Li, Jianlei Qiao, Chang Liu, Zhigang Zhou, Cheng Kong, Zhiyong Chang, Xiaohui Weng, Shujun Zhang

“…In this study, a new method is proposed and developed for the classification of ginsengs with diverse geographical traceability and with various growth ages by combining an electronic nose (E-nose) system and machine learning with Fourier-transform infrared spectroscopy (FTIR) as a calibration technology. …”
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Wavelet-Based ensembled intelligent technique for a better quality of fault detection and classification in AC microgrids by Nityananda Giri, Pravati Nayak, Ranjan Kumar Mallick, Sairam Mishra, Aymen Flah, Habib Kraiem, Lukas Prokop, Mohammad Kanan

“…This research introduces a novel intelligent protection technique for microgrids, leveraging Discrete Wavelet Transform (DWT) and an Ensemble Bagged Decision Tree (EBDT) classifier for precise fault detection and classification across various scenarios. …”
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Analytical Solutions for Steady-State Multiwell Aquifer Tests in Rectangular Aquifers by Using Double Fourier Transform: A Case Study in the Ordos Plateau, China by Jun-Zhi Wang, Xu-Sheng Wang, Qing-Bo Li, Wei-Feng Wan

“…In this paper, we derive series analytical solutions of steady-state groundwater flow in a rectangular-shaped aquifer with pumping/injection wells for both confined and unconfined conditions. Double Fourier Transform (DFT) technique is applied to deal with different combinations of impermeable and specified head boundaries on sides. …”
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Accelerated sub-image search for variable-size patches identification based on virtual time series transformation and segmentation by Mogens Plessen

“…Proposed method is neural network-free and does not use any image pre-processing.…”
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Transforming care: a study on physicians’ awareness, attitudes, and barriers to pressure injury prevention in medical wards in Jordan by Enas A. Assaf, Enas A. Assaf, Rahaf Alkhresheh, Haleama Al Sabbah, Hekmat Al-Akash

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The Optimization of Mechanical Phase-Shifting Transformer Tap Positions Based on an Open-Loop and Closed-Loop Hybrid Strategy by Jinjiao Lin, Jingyan Du, Shi Chen, Xinying Wang, Haodong Long, Chuyang Wang

“…Phase-shifting transformers play a crucial role in power grid stability and efficiency. …”
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Leveraging two-dimensional pre-trained vision transformers for three-dimensional model generation via masked autoencoders by Muhammad Sajid, Kaleem Razzaq Malik, Ateeq Ur Rehman, Tauqeer Safdar Malik, Masoud Alajmi, Ali Haider Khan, Amir Haider, Seada Hussen

“…In vision, attention is used in conjunction with convolutional networks or to replace individual convolutional network elements while preserving the overall network design. Differences between the two domains, such as significant variations in the scale of visual things and the higher granularity of pixels in images compared to words in the text, make it difficult to transfer Transformer from language to vision. …”
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Modelling and analysis of transformers considering ultra‐wide band frequency‐dependent parameters for high altitude electromagnetic pulse by Han Wu, Nan Zhang, Jinhua Du, Junna Li, Shuai Dong, Zitao Lv

“…The proposed MTL model is solved by the finite‐difference time‐domain algorithm and verified by the finite element method and experiment. …”
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