Academic literature on the topic 'Linear transformer'

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Journal articles on the topic "Linear transformer"

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Fujii, Nobuo, Shuhei Kanamitsu, and Takeshi Mizuma. "Transformer Characteristics of Linear Motor-Transformer Apparatus." Journal of Transportation Technologies 01, no. 04 (2011): 94–101. http://dx.doi.org/10.4236/jtts.2011.14012.

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Wang, Baoyun, Lei He, Linwei Song, Rui Niu, and Ming Cheng. "Attention-Linear Trajectory Prediction." Sensors 24, no. 20 (2024): 6636. http://dx.doi.org/10.3390/s24206636.

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Recently, a large number of Transformer-based solutions have emerged for the trajectory prediction task, but there are shortcomings in the effectiveness of Transformers in trajectory prediction. Specifically, while position encoding preserves some of the ordering information, the self-attention mechanism at the core of the Transformer has its alignment invariance that leads to the loss of temporal information, which is crucial for trajectory prediction. For this reason, we design a simple and efficient strategy for temporal information extraction and prediction of trajectory sequences using th
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Khristiana, Harrij Mukti, Sudjito Soeparman, Slamet Wahyudi, and Rini Nur Hasanah. "Analysis of loss on single-phase dry transformers with non-linear load." Eastern-European Journal of Enterprise Technologies 5, no. 8 (113) (2021): 17–22. http://dx.doi.org/10.15587/1729-4061.2021.240233.

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The paper studies power losses in transformers due to non-linear loads. The research aims to analyze the power loss in a single-phase dry transformer under a non-linear load. The research uses an SW43W Power supply type, FlukeView Power Quality Analyzer as a DC or AC power supply on the primary side of the transformer. The non-linear load is connected to the secondary side. The loading test of the dry transformer was carried out at non-linear loads. The load variations used 0 %; 12.5 %; 25 %; 37.5 %; 50 %; 62.5 %; 75 %; 87.5 % and 100 %, as well as variations in the THD value by adjusting the
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Xia, Shiyu, Miaosen Zhang, Xu Yang, Ruiming Chen, Haokun Chen, and Xin Geng. "Transformer as Linear Expansion of Learngene." Proceedings of the AAAI Conference on Artificial Intelligence 38, no. 14 (2024): 16014–22. http://dx.doi.org/10.1609/aaai.v38i14.29533.

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We propose expanding the shared Transformer module to produce and initialize Transformers of varying depths, enabling adaptation to diverse resource constraints. Drawing an analogy to genetic expansibility, we term such module as learngene. To identify the expansion mechanism, we delve into the relationship between the layer's position and its corresponding weight value, and find that linear function appropriately approximates this relationship. Building on this insight, we present Transformer as Linear Expansion of learnGene (TLEG), a novel approach for flexibly producing and initializing Tra
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Balci, Selami. "Thermal behavior of a three phase isolation transformer under load conditions with the finite element analysis." Thermal Science 24, no. 3 Part B (2020): 2189–201. http://dx.doi.org/10.2298/tsci190706386b.

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Transformers are generally designed to operate under the sinusoidal excitation and the method called classical design method is used in design process. Nevertheless, they have to operate under the partly or fully non-linear excitation because of the increasing amount of the non-linear loads such as rectifiers, electric motor drivers, compact fluorescent lamps, computers, etc. Non-linear loads cause abnormal temperature rise both in the core and in the windings of the transformer which are designed for sinusoidal excitation. Nowadays in the virtual environment provided by the electromagnetic de
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Harrij, Mukti Khristiana, Soeparman Sudjito, Wahyudi Slamet, and Nur Hasanah Rini. "Analysis of loss on single-phase dry transformers with non-linear load." Eastern-European Journal of Enterprise Technologies 5, no. 8 (113) (2021): 17–22. https://doi.org/10.15587/1729-4061.2021.240233.

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The paper studies power losses in transformers due to non-linear loads. The research aims to analyze the power loss in a single-phase dry transformer under a non-linear load. The research uses an SW43W Power supply type, FlukeView Power Quality Analyzer as a DC or AC power supply on the primary side of the transformer. The non-linear load is connected to the secondary side. The loading test of the dry transformer was carried out at non-linear loads. The load variations used 0 %; 12.5 %; 25 %; 37.5 %; 50 %; 62.5 %; 75 %; 87.5 % and 100 %, as well as
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Jie, Xue, and Jinghong Zhao. "Design of linear phase shifting transformer based on linear motor." Journal of Physics: Conference Series 2083, no. 2 (2021): 022038. http://dx.doi.org/10.1088/1742-6596/2083/2/022038.

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Abstract In this paper, a linear phase shifting transformer based on linear motor is studied. The transformer is composed of four groups of three-phase full-bridge inverter system and a linear core. The DC power supply can be converted into three-phase alternating current through the inverter system and the linear phase shifting transformer. Compared with the traditional phase-shifting transformer, the linear phase-shifting transformer is easy to expand, easy to connect, and has better heat dissipation. The simulation results show that this scheme is feasible.
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Zherlitsyn, A. A., V. M. Alexeenko, and S. S. Kondratiev. "An air insulated linear pulse transformer for electrodischarge technology." Journal of Instrumentation 16, no. 12 (2021): P12006. http://dx.doi.org/10.1088/1748-0221/16/12/p12006.

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Abstract A linear pulse transformer with air insulation at atmospheric pressure was created and tested under both constant resistance and non linear loads. The maximum power of the transformer output pulse reached ∼500 MW at a matched load with a charge voltage 50 kV. The transformer transferred ∼60% of the stored energy to the load over a characteristic time of about 1 μs. The scalability the generator was studied by connecting two identical transformers in series which gave a power output of ∼850 MW with doubled output voltage and reduced current. The frequency mode of operation was studied
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Ricci, Stefano, and Dario Russo. "Linear Ultrasound Transmitter Based on Transformer with Improved Saturation Performance." Electronics 10, no. 2 (2021): 107. http://dx.doi.org/10.3390/electronics10020107.

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Ultrasound methods are currently employed in a wide range of applications. They are integrated in complex electronics systems, like clinical echographs, but also in small and compact boards, like industrial sensors, embedded systems, and portable devices. Ultrasound waves are typically generated by energizing a piezoelectric transducer through a high-voltage sequence of small sinusoidal bursts. Moreover, in several applications, the ultrasound board should work in a wide frequency range. This makes the transmitter, i.e., the electronics that drives the transducer, a key part of the circuit. Th
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Ricci, Stefano, and Dario Russo. "Linear Ultrasound Transmitter Based on Transformer with Improved Saturation Performance." Electronics 10, no. 2 (2021): 107. http://dx.doi.org/10.3390/electronics10020107.

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Ultrasound methods are currently employed in a wide range of applications. They are integrated in complex electronics systems, like clinical echographs, but also in small and compact boards, like industrial sensors, embedded systems, and portable devices. Ultrasound waves are typically generated by energizing a piezoelectric transducer through a high-voltage sequence of small sinusoidal bursts. Moreover, in several applications, the ultrasound board should work in a wide frequency range. This makes the transmitter, i.e., the electronics that drives the transducer, a key part of the circuit. Th
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Dissertations / Theses on the topic "Linear transformer"

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Iyengar, Pravin. "Pulsed MOSFET based linear transformer driver." Thesis, University of Strathclyde, 2014. http://oleg.lib.strath.ac.uk:80/R/?func=dbin-jump-full&object_id=24217.

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Pulsed power flash radiography is a rapidly growing technology which involves the generation of intense and short bursts of electric pulses to generate high energy X-rays to inspect dense objects. The generation of fast transition, short width, repetitive pulses for effective output requires switching technology which has limitations. From the traditional slow switching gas trigger switches, switching technology has evolved to semiconductors which has led to improved switching characteristics and delivered pulse shapes. One such semiconductor which is of interest in flash radiography is a powe
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Guimarães, Gabriel Teófilo Neves. "CMOS linear RF power amplifier with fully integrated power combining transformer." reponame:Biblioteca Digital de Teses e Dissertações da UFRGS, 2017. http://hdl.handle.net/10183/169084.

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Este trabalho apresenta o projeto de um amplificador de potência (PA) de rádio-frequência (RF) linear em tecnologia complementar metal-oxido silício (CMOS). Nele são analisados os desafios encontrados no projeto de PAs CMOS assim como soluções encontradas no estado-da-arte. Um destes desafios apresentados pela tecnologia é a baixa tensão de alimentação e passivos com alta perda, o que limita a potência de saída e a eficiência possível de ser atingida com métodos tradicionais de projeto de PA e suas redes de transformação de impedância. Este problema é solucionado através do uso de redes de com
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Walton, Michael. "Development and prototyping of a Point Coupled Linear Transformer (PCLT) displacement sensor." Master's thesis, University of Cape Town, 2005. http://hdl.handle.net/11427/5087.

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Includes bibliographical references (leaves 78-80).<br>The main aims of this project were to develop and prototype a Point Coupled Linear Transformer (PCLT) displacement sensor, and to perform a general exploration of the PCLT technology. The PCLT is a recent invention that has planar PCB windings and a non-contacting movable core, and relies on variable induction to detect displacement. Different core materials and shapes are investigated. The transformer windings layout is optimized for symmetrical response and high primary to secondary voltage coupling.
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Molina, Gómez Andrea. "Improved planning of wind farms using dynamic transformer rating." Thesis, KTH, Skolan för elektroteknik och datavetenskap (EECS), 2020. http://urn.kb.se/resolve?urn=urn:nbn:se:kth:diva-287175.

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Due to the increase in electrical demand and renewable penetration, electrical utilities need to improve and optimize the grid infrastructure. Fundamental components in this grid infrastructure are transformers, which are designed conservatively on the base of a static rated power. However, load and weather change continuously and hence, transformers are not used in the most efficient way. For this reason a new technology has been developed: Dynamic transformer rating (DTR). By applying DTR, it is possible to load transformers above the nameplate rating without affecting their life time expect
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Schweiger, Daniel J. "Instrumentation of flexible pavement." Ohio University / OhioLINK, 1995. http://rave.ohiolink.edu/etdc/view?acc_num=ohiou1178911279.

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IMANI, BEHZAD. "ESTIMATION OF WATER CONTENT, TRANSPIRATION RATE, AND WATER POTENTIAL OF COTTON FROM STEM DIAMETER MEASUREMENTS USING A LINEAR VOLTAGE DIFFERENTIAL TRANSFORMER." Diss., The University of Arizona, 1987. http://hdl.handle.net/10150/184005.

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The Linear Voltage Differential Transformer (LVDT) is an accurate sensor for stem diameter measurements. Based on the results of this dissertation it was found that stem diameter [mm] was related to water content [grams] of the cotton crop by the following equation: W(D) = 0.114(D)³ˑ¹⁸² Also the ratio of stem diameter contraction rate to the rate of water loss in cotton was experimentally determined to be: (dW/dt)/(dD/dt) = (0.166 [g min⁻¹])/(0.535 [μm min⁻¹]) = (.0469% per minute)/(.0039% per minute). Similarly the cellular water potential was derived to be a non linear function of stem diame
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Ventani, Alessia. "Generare con transformer lineare spiegazioni di concept set medicali costituiti da termini correlati estratti da social post di pazienti." Master's thesis, Alma Mater Studiorum - Università di Bologna, 2021. http://amslaurea.unibo.it/23059/.

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Le malattie rare pongono diversi scogli ai pazienti, ai loro familiari e ai sanitari. Uno fra questi è la mancanza di informazione che deriva dall'assenza di fonti sicure e semplici da consultare su aspetti dell'esperienza del paziente. Il lavoro presentato ha lo scopo di generare da set termini correlati semanticamente, delle frasi che abbiamo la capacità di spiegare il legame fra di essi e aggiungere informazioni utili e veritiere in un linguaggio semplice e comprensibile. Il problema affrontato oggigiorno non è ben documentato in letteratura e rappresenta una sfida interessante si per compl
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Kidwell, Ann-Sofi. "Optimization under parameter uncertainties with application to product cost minimization." Thesis, Mälardalens högskola, Akademin för utbildning, kultur och kommunikation, 2018. http://urn.kb.se/resolve?urn=urn:nbn:se:mdh:diva-38858.

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This report will look at optimization under parameters of uncertainties. It will describe the subject in its wider form, then two model examples will be studied, followed by an application to an ABB product. The Monte Carlo method will be described and scrutinised, with the quasi-Monte Carlo method being favoured for large problems. An example will illustrate how the choice of Monte Carlo method will affect the efficiency of the simulation when evaluating  functions of different dimensions. Then an overview of mathematical optimization is given, from its simplest form to nonlinear, nonconvex 
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Masada, Teruhisa. "Structural performance of profile-wall plastic pipes under relatively shallow soil cover and subjected to large surface load." Ohio : Ohio University, 1996. http://www.ohiolink.edu/etd/view.cgi?ohiou1174611925.

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Kantor, Martin. "Návrh a realizace výukové úlohy postavené na převodových motorech SEW Eurodrive." Master's thesis, Vysoké učení technické v Brně. Fakulta strojního inženýrství, 2008. http://www.nusl.cz/ntk/nusl-228309.

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The thesis deals with a construction of solar tracker designed from the MayTec Profile System using SEW Eurodrive’s electric actuation and accessories. The work describes the design of a laboratory assignment which uses these elements. In the preface information is provided about the construction of solar trackers on which the thesis is based. The next parts of the text are dedicated to each step of the construction design and its variants. A description of how to activate the drive and the design of the connection scheme are also included as well as the technological and construction evaluati
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Books on the topic "Linear transformer"

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G, Maz'ya V., and Nikol'skii S. M, eds. Analysis IV: Linear and boundary integral equations. Springer-Verlag, 1991.

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Kanwal, Ram P. Linear Integral Equations: Theory & Technique. Springer New York, 2013.

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Khalid, Mohammad Asmatullah. Comparison of measured and transformed directional wave spectra using linear refraction model. Naval Postgraduate School, 1989.

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Seslavin, Andrey. Theory of automatic control. Linear, continuous systems. INFRA-M Academic Publishing LLC., 2021. http://dx.doi.org/10.12737/1014654.

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The textbook presents the basics of the classical theory of automatic control, based on mathematical models of real systems, given in the form of systems of linear differential equations with constant coefficients. Methods based on Laplace and Fourier transforms, stability, controllability, and observability theory, as well as directed graph theory and linear algebra are used. Meets the requirements of the federal state educational standards of higher education of the latest generation. For students of higher educational institutions studying in the areas of training and specialties 15.00.00 "
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author, Sevick Jerry, ed. Sevick's transmission line transformers: Theory and practice. Scitech Publishing, an imprint of the IET, 2014.

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Litvin, Feliks, Lyudmila Satina, Ravil' Hatypov, Galina Mikulinskaya, Nikita Pen'kov, and Konstantin Neverov. Molecular spectroscopy. Fundamentals of theory and practice. INFRA-M Academic Publishing LLC., 2022. http://dx.doi.org/10.12737/1870280.

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The textbook is an introduction to the theory and practice of spectroscopy in the ultraviolet, visible and infrared regions. The presentation of the theoretical foundations is accompanied by a detailed guide on the practical use of spectroscopy for quantitative and qualitative analysis of substances and reactions in simple and complex systems. Attention is paid to modern methods of infrared spectroscopy with Fourier transform (FTIR), intermolecular energy transfer (FRET), linear dichroism of complex objects.&#x0D; It is intended for a wide range of biologists, chemists, students and postgradua
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Polischuk, Vladimir. Operation, diagnosis and repair of electrical. INFRA-M Academic Publishing LLC., 2020. http://dx.doi.org/10.12737/1039250.

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In the textbook fundamentals of the theory of diagnostics of electrical equipment, organization of technical maintenance, service and repair. The methods of organization of maintenance of electrical machines, transformers, transmission lines and cables.&#x0D; Designed for undergraduate students enrolled in the specialty "power and electrical engineering".
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Jiani, He. Ruling the Mongols of Manchuria. Amsterdam University Press, 2025. https://doi.org/10.5117/9789463727075.

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At the turn of the twentieth century, the Jirim League witnessed a linguistic struggle between Manchu, Mongol, Chinese, Japanese, and Russian powers. The Qing Empire envisioned a trilingual educational system, with the aim of improving the Jirim Mongols’ ability to read Chinese, Manchu, and Mongolian. Through this policy, the Qing sought to transform loyal imperial subjects into modern patriotic nationals and incorporate them into an integrated and united China under a Manchu constitutional monarchy. The late Qing’s language policy and strategy for ruling the Mongols of Manchuria was an attemp
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Fonseca, Carlos M. da. A panorama of mathematics: Pure and applied : Conference on Mathematics and Its Applications, November 14-17, 2014, Kuwait University, Safat, Kuwait. American Mathematical Society, 2016.

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Goremykin, Sergey. Relay protection and automation of electric power systems. INFRA-M Academic Publishing LLC., 2021. http://dx.doi.org/10.12737/1048841.

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The textbook describes the main issues of the theory of relay protection and automation of electric power systems. The structure and functional purpose of protection devices and automation of power transmission lines of various configurations, synchronous generators, power transformers, electric motors and individual electrical installations are considered. For each of the types of protection of the above objects, the structure, the principle of operation, the order of selection of settings are given, the advantages and disadvantages are evaluated, indicating the scope of application. The manu
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Book chapters on the topic "Linear transformer"

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Sabah, Nassir H. "Linear Transformer." In Circuit Analysis with PSpice. CRC Press, 2017. http://dx.doi.org/10.1201/9781315402222-9.

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Zhang, Zheyuan, and Ulas Bagci. "Dynamic Linear Transformer for 3D Biomedical Image Segmentation." In Machine Learning in Medical Imaging. Springer Nature Switzerland, 2022. http://dx.doi.org/10.1007/978-3-031-21014-3_18.

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He, Chenhang, Ruihuang Li, Guowen Zhang, and Lei Zhang. "ScatterFormer: Efficient Voxel Transformer with Scattered Linear Attention." In Lecture Notes in Computer Science. Springer Nature Switzerland, 2024. http://dx.doi.org/10.1007/978-3-031-73397-0_5.

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Qin, Jiaji, Chao Gao, and Dingkun Wang. "LCformer: Linear Convolutional Decomposed Transformer for Long-Term Series Forecasting." In Communications in Computer and Information Science. Springer Nature Singapore, 2023. http://dx.doi.org/10.1007/978-981-99-8132-8_5.

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Tian, Dingxiaofei, Jinyan Chen, Zheyan Gao, and Gang Pan. "Linear Transformer-GAN: A Novel Architecture to Symbolic Music Generation." In Artificial Neural Networks and Machine Learning – ICANN 2023. Springer Nature Switzerland, 2023. http://dx.doi.org/10.1007/978-3-031-44195-0_37.

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Antony, Nidhin, and K. Karthikeyan. "Multiple Winding Linear Transformer for Interleaved Step-up ZVT Converter." In Lecture Notes in Electrical Engineering. Springer India, 2014. http://dx.doi.org/10.1007/978-81-322-2119-7_61.

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Li, Yongqing, Cunwen Peng, Cunxiao Zhang, et al. "Dynamic Response Time Measurement Method of Linear Differential Transformer Displacement Sensor." In The 2021 International Conference on Smart Technologies and Systems for Internet of Things. Springer Nature Singapore, 2022. http://dx.doi.org/10.1007/978-981-19-3632-6_19.

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Tadesse, Abel, and Hasse Fredriksson. "Experimental Studies of Gray Cast Iron Solidification with Linear Variable Differential Transformer." In Advances in the Science and Engineering of Casting Solidification. John Wiley & Sons, Inc., 2015. http://dx.doi.org/10.1002/9781119093367.ch36.

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Tadesse, Abel, and Hasse Fredriksson. "Experimental Studies of Gray Cast Iron Solidification with Linear Variable Differential Transformer." In Advances in the Science and Engineering of Casting Solidification. Springer International Publishing, 2015. http://dx.doi.org/10.1007/978-3-319-48117-3_36.

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Xu, Aoshu, Jian Xie, Hongbo Liu, and Dan Li. "Multi-turn Linear Transformer Driven Pulse Generator Based on Printed Circuit Board Windings." In Lecture Notes in Electrical Engineering. Springer Nature Singapore, 2025. https://doi.org/10.1007/978-981-96-1387-8_70.

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Conference papers on the topic "Linear transformer"

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Razzhigaev, Anton, Matvey Mikhalchuk, Elizaveta Goncharova, et al. "Your Transformer is Secretly Linear." In Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers). Association for Computational Linguistics, 2024. http://dx.doi.org/10.18653/v1/2024.acl-long.293.

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Souza de Almeida, Afonso Henrique, Victor Valadares de Morais, Leandro Rodrigues Manso Silva, and Carlos Augusto Duque. "Transformer Equalization based on Non-linear Adaptive Filtering." In 2024 IEEE Power & Energy Society General Meeting (PESGM). IEEE, 2024. http://dx.doi.org/10.1109/pesgm51994.2024.10688519.

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Tenagyei, Edwin Kwadwo, Yongsheng Gao, Andrew Lewis, Nick Nikzad, and Jun Zhou. "LinCNNFormer: Hybrid Linear Vision Transformer Based on Convolution Neural Network and Linear Attention." In 2024 International Conference on Digital Image Computing: Techniques and Applications (DICTA). IEEE, 2024. https://doi.org/10.1109/dicta63115.2024.00024.

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Cao, Naijian, Renjie He, Yuchao Dai, and Mingyi He. "LoFLAT: Local Feature Matching using Focused Linear Attention Transformer." In 2024 Asia Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC). IEEE, 2024. https://doi.org/10.1109/apsipaasc63619.2025.10848757.

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Wu, Jia-Xuan, Kuan-Lin Kuo, Jia-Rong Chen, and Jian-Ming Wu. "Highly Linear Transformer-based Downconverter with Intermodulation Distortion Null." In 2024 International Symposium on Intelligent Signal Processing and Communication Systems (ISPACS). IEEE, 2024. https://doi.org/10.1109/ispacs62486.2024.10868005.

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Xiang, Honglin, Jiaohao Wang, Tianbiao Luo, and Yang Zhang. "Vehicle re-identification based on linear attention and CSWin transformer." In International Conference on Advanced Image Processing Technology (AIPT 2024), edited by Lu Leng and Zhenghao Shi Shi. SPIE, 2024. http://dx.doi.org/10.1117/12.3040635.

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Wan, Z., and W. Ding. "Effect of Gas Switch Prefire in Multistage Linear Transformer Driver." In 2024 IEEE International Conference on Plasma Science (ICOPS). IEEE, 2024. http://dx.doi.org/10.1109/icops58192.2024.10626724.

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Wu, Shanshan, Hongchen Jing, Wenxiao Ye, and Yingya Zhi. "WSS-Linear: A Transformer-Enhanced Approach for Exam Score Prediction." In 2024 5th International Conference on Information Science and Education (ICISE-IE). IEEE, 2024. https://doi.org/10.1109/icise-ie64355.2024.11025399.

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Zhang, Yuxiao, Yanan Jiang, and Fusheng Yu. "TLFIG-Transformer: Trend-Oriented Linear Fuzzy Information Granulation-Based Transformer Model for Long-Term Time-Series Forecasting." In 2025 7th International Conference on Software Engineering and Computer Science (CSECS). IEEE, 2025. https://doi.org/10.1109/csecs64665.2025.11009918.

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Nidhi, Md Abul Kalam, Praveen Kumar, and Amit Kumar Choudhary. "Reduction of Transformer Linear Section Model Using a Novel Mixed Method." In 2024 International BIT Conference (BITCON). IEEE, 2024. https://doi.org/10.1109/bitcon63716.2024.10984936.

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Reports on the topic "Linear transformer"

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Shaw, Zachary C. Development of a High-Current Solid State Linear Transformer Driver (LTD). Office of Scientific and Technical Information (OSTI), 2025. https://doi.org/10.2172/2568848.

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Shaw, Zachary C. Impact of Magnetic Cores, Impedance Variations, and Reset Techniques on Linear Transformer Driver Performance. Office of Scientific and Technical Information (OSTI), 2025. https://doi.org/10.2172/2568850.

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Cordova, Steve Ray, Dale Robert Welch, Bryan Velten Oliver, et al. Design of a 7-MV Linear Transformer Driver (LTD) for down-hole flash x-ray radiography. Office of Scientific and Technical Information (OSTI), 2008. http://dx.doi.org/10.2172/940903.

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Sharpe, Robin Arthur, Alexander S. Kingsep, David Lewis Smith, et al. Recyclable transmission line (RTL) and linear transformer driver (LTD) development for Z-pinch inertial fusion energy (Z-IFE) and high yield. Office of Scientific and Technical Information (OSTI), 2007. http://dx.doi.org/10.2172/900850.

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Mazarakis, Michael Gerrassimos, and Kenneth William Struve. Conceptual design for a linear-transformer driver (LTD)-based refurbishment and upgrade of the Saturn accelerator pulse-power system. Office of Scientific and Technical Information (OSTI), 2006. http://dx.doi.org/10.2172/894744.

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Huang, Lei, Meng Song, Hui Shen, et al. Deep learning methods for omics data imputation. Engineer Research and Development Center (U.S.), 2024. http://dx.doi.org/10.21079/11681/48221.

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One common problem in omics data analysis is missing values, which can arise due to various reasons, such as poor tissue quality and insufficient sample volumes. Instead of discarding missing values and related data, imputation approaches offer an alternative means of handling missing data. However, the imputation of missing omics data is a non-trivial task. Difficulties mainly come from high dimensionality, non-linear or nonmonotonic relationships within features, technical variations introduced by sampling methods, sample heterogeneity, and the non-random missingness mechanism. Several advan
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Mosalam, Khalid, Issac Pang, and Selim Gunay. Towards Deep Learning-Based Structural Response Prediction and Ground Motion Reconstruction. Pacific Earthquake Engineering Research Center, 2025. https://doi.org/10.55461/ipos1888.

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This research presents a novel methodology that uses Temporal Convolutional Networks (TCNs), a state-of-the-art deep learning architecture, for predicting the time history of structural responses to seismic events. By leveraging accelerometer data from instrumented buildings, the proposed approach complements traditional structural analysis models, offering a computationally efficient alternative to nonlinear time history analysis. The methodology is validated across a broad spectrum of structural scenarios, including buildings with pronounced higher-mode effects and those exhibiting both line
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Scheinker, Alexander. Introduction to Control Theory. Part 2. Laplace Transforms and Linear Systems. Office of Scientific and Technical Information (OSTI), 2015. http://dx.doi.org/10.2172/1214624.

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Franzen, John P. Wideband Pulse Propagation in Linear Dispersive Bio-dielectrics Using Fourier Transforms. Defense Technical Information Center, 1999. http://dx.doi.org/10.21236/ada371944.

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NADERPAJOUH, Neda, Mohammad Ali RIAHI, and Hosein HASHEMI. Sensitivity of Eigen-value analysis based on K-L transform for seismic linear noise attenuation. Cogeo@oeaw-giscience, 2011. http://dx.doi.org/10.5242/iamg.2011.0149.

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