Memristor-based feature learning for pattern classification by Tuo Shi, Lili Gao, Yang Tian, Shuangzhu Tang, Jinchang Liu, Yiqi Li, Ruixi Zhou, Shiyu Cui, Hui Zhang, Yu Li, Zuheng Wu, Xumeng Zhang, Taihao Li, Xiaobing Yan, Qi Liu

“…The model parameters and computational operations of the kinetics-based network are reduced by up to 2 and 4 orders of magnitude, respectively, compared with deep models. …”
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JT gravity, KdV equations and macroscopic loop operators by Kazumi Okuyama, Kazuhiro Sakai

“…We have computed both these expansions up to very high orders using this method. …”
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SPECT and PET Imaging of Meningiomas by Varvara Valotassiou, Anastasia Leondi, George Angelidis, Dimitrios Psimadas, Panagiotis Georgoulias

“…Molecular Nuclear Medicine Imaging with Single Photon Emission Computed Tomography (SPECT) and Positron Emission Tomography (PET) could provide complementary information to CT and MRI. …”
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Application of Linear Viscoelastic Properties in Semianalytical Finite Element Method with Recursive Time Integration to Analyze Asphalt Pavement Structure by Pengfei Liu, Qinyan Xing, Dawei Wang, Markus Oeser

“…Traditionally, asphalt pavements are considered as linear elastic materials in finite element (FE) method to save computational time for engineering design. However, asphalt mixture exhibits linear viscoelasticity at small strain and low temperature. …”
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A Cumulative Rainfall Function for Subhourly Design Storm in Mediterranean Urban Areas by Marco Carbone, Michele Turco, Giuseppe Brunetti, Patrizia Piro

“…Finally, considering the similarity between the proposed function and the Gumbel function, the two parameters have been computed with the method of moments; in this case, the correlation values were lower than those computed with nonlinear least squares optimization but sufficiently accurate for designing purposes.…”
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A topology-guided high-quality solution learning framework for security-constraint unit commitment based on graph convolutional network by Liqian Gao, Lishen Wei, Shichang Cui, Jiakun Fang, Xiaomeng Ai, Wei Yao, Jinyu Wen

“…In the end, it can be concluded that the feasibility and high-quality of the solution can be guaranteed while reducing most of the computation time.…”
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Visualisation of the numerical solution of partial differential equation systems in three space dimensions and its importance for mathematical models in biology by Heiko Enderling, Alexander R.A. Anderson, Mark A.J. Chaplain, Glenn W.A. Rowe

“…Numerical analysis and computational simulation of partial differentialequation models in mathematical biology are now an integral partof the research in this field. …”
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Improved Switching Strategy for Selective Harmonic Elimination in DC-AC Signal Generation via Pulse-Width Modulation by Francisco Palacios-Quiñonero, Jesus Vicente-Rodrigo, Maria A. Molina-Hernández, Hamid Reza Karimi

“…For different AC amplitudes, the switching instants of the PWM signals can be efficiently computed by using appropriate systems of explicit linear equations. …”
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Support Vector Machine Based on Adaptive Acceleration Particle Swarm Optimization by Mohammed Hasan Abdulameer, Siti Norul Huda Sheikh Abdullah, Zulaiha Ali Othman

“…However, the utilization of random values in the velocity calculation decreases the performance of these techniques; that is, during the velocity computation, we normally use random values for the acceleration coefficients and this creates randomness in the solution. …”
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Tidal Love numbers of static black holes in anti-de Sitter by Edgardo Franzin, Antonia M. Frassino, Jorge V. Rocha

“…We fill the gap in the literature by performing the computation of tidal Love numbers for the four-dimensional Schwarzschild solution in global anti-de Sitter, which is dual to a conformal plasma on S 2. …”
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Research on large-scale P2P worm simulation by WU Guo-zheng, QIN Zhi-guang

“…P2P worm has its own features and existing simulation approaches can not be used to it directly.In order to simulate large-scale P2P worm,a virtual-node based simulation approach and a double-engine based simulation architec-ture were proposed.In the virtual-node based P2P simulation solution,the data and the operation of worm nodes were separated to save computational power and storage.Therefore,large-scale P2P worms were simulated with available lim-ited physical resources in single or multiple simulating computers.In double-engine P2P simulation architecture,two en-gines,local engine and network engine,were used in simulation system.The local engine was responsible for local mes-sage processing and the network engine focused on message passing in communication network.Combined with these two engines,packet level P2P worm simulation was provided by the simulation system to enhance the fidelity and scal-ability.Experimental results showed that the novel simulation solution was practical to simulate large-scale P2P worms with high fidelity.…”
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An intelligent and simplified 5G wireless network technology by Yuhong HUANG, Qi SUN, Minli JIA, Ran DUAN, Zhuo CHEN

“…5G is the current focus of the development of the information and communication industry, and is gradually being deployed and commercialized.The 5G network will cover toC to toB, aiming at the interconnection of everything, so the complexity and challenges are unprecedented.In order to meet the needs of multiple scenarios, 5G network technology is complex and flexible in design, and the traditional management and operation methods are difficult and costly.At the same time, industry application requirements are very different and demanding.All of these require integrated solutions such as cloud-network integration and network industry collaboration.In response to the above-mentioned problems and needs, an intelligent and simplified 5G wireless network technology framework was proposed.Through innovative thinking and technology development of wireless networks, 5G and artificial intelligence, cloud computing, big data, edge computing and other new technologies were integrated and innovated to continuously improve 5G capabilities and promote the deep convergence of 5G and DOICT.A detailed introduction to the entire framework, platforms and applications in the above technology system were given.Finally, a technical outlook was proposed for shaping a new 5G ecology that supported green, smart, efficient operation, and the internet of everything.…”
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Integrated multidisciplinary analysis of mobile digital radiographic acquisitions of the mummies of the hermits from the Sanctuary of Madonna della Corona (Trentino-Alto Adige, Ita... by Omar Larentis, Omar Larentis, Omar Larentis, Ilaria Gorini, Michele Campus, Marta Lorenzetti, Giancarlo Mansueto, Susanna Bortolotto, Emanuele Zappa, Andrea Gregorini, Laura Rampazzi, Stefano Vanin, Giuseppina Carta, Alberto Carli, Lara Simonaitis, Lisa De Luca, Enrica Tonina

“…Among the various available techniques, computed tomography valuing for its ability to provide detailed information. …”
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Investigation of the process of polymer stabilization of mixed iron oxide with amylopectin by A.A. Nagdalian, P.S. Leontiev, A.B. Golik, A.S. Askerova, A.M. Serov, A.V. Tatov

“…The microstructure was studied by scanning electron microscopy and the phase composition by diffractometric method, as well as by computer quantum chemical modeling of the interaction of amylopectin and mixed nanoscale iron oxide. …”
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Preface by Susanne Ditlevsen, Petr Lansky

“…As in theprevious workshops, this was a single track multidisciplinary eventbringing together experimental and computational neuroscientists withample time for informal discussions in a convivial atmosphere. …”
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Review of optimal resource allocation scheme for 5G Internet of vehicles by Chengyu ZHENG, Yiting YAO, Hongbin LIANG, Lei WANG

“…As a necessary part of the development of intelligent transportation, the Internet of vehicles (IoV) accelerates the construction of intelligent transportation infrastructure in China, which plays an important practical significance to the construction of smart city.The number of vehicles and the massive data generated by them make the transmission conflict rate between communication vehicle nodes rise significantly, and communication resources and computing resources are in short supply.Therefore, the effective resource allocation scheme can ensure the communication quality of vehicle networking, thereby improving the reliability of vehicle communication and reducing the time delay.Firstly, the influence of IoV on the development status of intelligent transportation at home and abroad and the bottlenecks of the development of IoV were analyzed.Secondly, in terms of the efficiency and safety of smart transportation, the resource allocation problem of IoV was analyzed.Thirdly, by summarizing the advantages of 5G technology, the contribution of 5G in the optimization allocation and management of vehicle networking resources was analyzed.Finally, combined with the application of artificial intelligence technology in the context of Internet of vehicles communication, computing and storage resource optimization allocation and management, the development prospect of intelligent transportation based on 5G+V2X was proposed.…”
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Are queries and keys always relevant? A case study on transformer wave functions by Riccardo Rende, Luciano Loris Viteritti

“…It adeptly captures semantic relationships between word pairs in sentences by computing a similarity overlap between queries and keys. …”
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Contact Dynamic Behaviors of Magnetic Hydrogel Soft Robots by Yunian Shen, Yiming Zou

“…However, their contact dynamic behaviors are complex, considering stick–slip motion at the contact interface, and lack accurate computational models to analyze them. This paper improves the numerical computational method for hydrogel materials with magneto-mechanical coupling effect, analyses the inchworm-like contact motion of the biomimetic bipedal magnetic hydrogel soft robot, and designs and optimizes the robot’s structure. …”
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Perspectives of Experts in the Selection of Contents for a Course of Differential Equations in Engineering by José Luis Díaz Palencia

“…The study also states on the growing importance of computational methods and software in engineering education, advocating for an integrated approach aligning theoretical concepts with real-world applications. …”
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Correlation functions in scalar field theory at large charge by G. Arias-Tamargo, D. Rodriguez-Gomez, J. G. Russo

“…Abstract We compute general higher-point functions in the sector of large charge operators ϕn, ϕ ¯ n $$ {\overline{\phi}}^n $$ at large charge in O(2) ϕ ¯ ϕ 2 $$ {\left(\overline{\phi}\phi \right)}^2 $$ theory. …”
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