Swin Transformer lightweight: an efficient strategy that combines weight sharing, distillation and pruning by HAN Bo, ZHOU Shun, FAN Jianhua, WEI Xianglin, HU Yongyang, ZHU Yanping

“…However, its high computational complexity limits its applicability on devices with constrained computational resources. …”
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PyIRTAM: A New Module of PyIRI for IRTAM Coefficients by Victoriya V. Forsythe, Ivan Galkin, Sarah E. McDonald, Kenneth F. Dymond, Bruce A. Fritz, Angeline G. Burrell, Katherine A. Zawdie, Douglas P. Drob

“…It constructs the ionospheric electron density for the entire day and on the entire global grid in one computation, which has a very low computational overhead. …”
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GazeNet: A lightweight multitask sclera feature extractor by Matej Vitek, Vitomir Štruc, Peter Peer

“…The proposed GazeNet network has a computational complexity below 1 GFLOP, making it appropriate for less capable devices like smartphones and head-mounted displays. …”
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h-Adic Polynomials and Partial Fraction Decomposition of Proper Rational Functions over R or C by Kwang Hyun Kim, Xin Zhang

“…Since its computation requires only simple algebraic operations, it does not require a computer algebra system to be programmed.…”
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DFT Studies of Caffeic Acid Antioxidant: Molecular Orbitals and Composite Reactivity Maps Correlation with Photophysical Characteristics and Photochemical Stability by M. S. A. Abdel-Mottaleb

“…This paper describes experimentally verifiable computational chemistry results of the environmentally benign caffeic acid (CA) antioxidant. …”
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Advanced Simulation and Modeling Technologies of Metallurgical Processes—1st Edition by Haifeng Li, Junqi Li

“…Due to rapid developments in computer technologies over the last two decades, computer-based process modeling has become an important tool for the improvement of existing process technologies and the development of innovative ones [...]…”
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Multichannel Filtered-X Error Coded Affine Projection-Like Algorithm with Evolving Order by J. G. Avalos, A. Rodriguez, H. M. Martinez, J. C. Sanchez, H. M. Perez

“…However, their high computational complexity can restrict their use in certain practical applications. …”
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Parallelized SLAM: Enhancing Mapping and Localization Through Concurrent Processing by Francisco J. Romero-Ramirez, Miguel Cazorla, Manuel J. Marín-Jiménez, Rafael Medina-Carnicer, Rafael Muñoz-Salinas

“…Simultaneous Localization and Mapping (SLAM) systems face high computational demands, hindering their real-time implementation on low-end computers. …”
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Riesz potential operators and inverses via fractional centred derivatives by Manuel Duarte Ortigueira

“…To compute this integral, a special two-straight-line path was used. …”
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RESEARCH ON NUMERICAL ANALYSIS OF ELECTROMAGNETIC FIELD BASED ON A NEW ACTIVE NUMERICAL ALGORITHM by NIE Xin, LI YongLi, HE ZhiCheng

“…The accuracy of FEM is highly effected by the number of system units and the complexity of computational order,leading to low computational efficiency. …”
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Wearable Power Assistant Robot Sensor Signal Prediction Algorithm and Controller Design by Gang Li, Guoheng Ren

“…The whole sensor signal prediction algorithm implementation system can be divided into two parts: lower computer and upper computer. The lower computer includes amplification circuit, signal conditioning circuit, and acquisition. …”
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Theoretical Study of the Kinetics of the Pyrolytic Elimination Reaction of Ethyl Chloride by Isaiah Ajibade Adejoro, Emmanuel Ekeh

“…Using AM1, MNDO and PM3 Hamiltonians of quantum mechanical computer code called MOPAC, a procedure for the kinetics and computation of the Arrhenius parameters for the pyrolytic elimination reaction of ethyl chloride was devised in order to evaluate the predictive ability of the three Hamiltonians used. …”
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GPU-Accelerated Finite Element Method for Modelling Light Transport in Diffuse Optical Tomography by Martin Schweiger

“…We introduce a GPU-accelerated finite element forward solver for the computation of light transport in scattering media. …”
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The Application of REV-LBM Double Mesh Local Refinement Algorithm in Porous Media Flow Simulation by Zhongkun Niu, Zhengming Yang, Yutian Luo, Yapu Zhang, Debin Xia, Taiyi Zheng, Xinli Zhao

“…Through conventional computation example, this paper proves that the local refinement algorithm can maintain well computational accuracy while at least double the time efficiency and could save more than 30% of CPU time in the practical application. …”
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SLM-DFS: A systematic literature map of deepfake spread on social media by El-Sayed Atlam, Malik Almaliki, Ghada Elmarhomy, Abdulqader M. Almars, Awatif M.A. Elsiddieg, Rasha ElAgamy

“…As this technology evolves, the urgency for effective detection methods to counter misuse intensifies. Computer science researchers are increasingly focused on stopping the spread of deepfakes (DFs) on social media. …”
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3D N $$ \mathcal{N} $$ = 1 supergravity from Virasoro TQFT: gravitational partition function and Out-of-time-order correlator by Arpan Bhattacharyya, Saptaswa Ghosh, Poulami Nandi, Sounak Pal

“…Abstract In this paper, we compute the partition functions of N $$ \mathcal{N} $$ = 1 SUGRA for different boundary topologies, i.e. punctured sphere and torus, using super-Virasoro TQFT. …”
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RESEARCH ON THE EXPLICIT ALGORITHM OF THE ROLL FLATTENING RADIUS IN HOT CONTINUOUS ROLLING by WEI LiJun, YIN XiaoPeng, SUN XianPing, SUN GuangQi

“…In order to enhance the computational accuracy of the roll flattening radius of the hot strip mills,the explicit algorithm of the roll flattening radius was put forward.Compared with the traditional Hitchcock equation,the iteration is omitted in the calculation process.The computational accuracy of the roll flattening radius automatic control model can be enhanced in hot strip rolling.Meanwhile,the response speed of the roll flattening radius control system can be improved too.Taken the 500 mm strip 9 hot continuous rolling strip mills for example,the roll flattening radius is calculated.The computational accuracy can enhance 2.14% at most.…”
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Low complexity hybrid precoding algorithm for massive MIMO based on modified Newton method by Bo HU, Anding WANG, Guiyi WEI

“…A phase tracking algorithm was proposed for massivemultiple-input multiple-output(MIMO) systems based on the modified Newton (MN) method, which effectively reduced the high computational complexity in traditional high-performance hybrid precoding schemes.The algorithm optimized the analog precoding matrix from the perspective ofsub-dimensional vector recovery.In each sub-dimension optimization, the phase tracking method was used to transform the recovery of the analog precoding vectors into an unconstrained nonlinear optimization problem, which was then solved using the MN method.Concurrently, this strategy led to a marked reduction in the computational intricacy pertaining to both the computation of correction factors and the inversion of the Hessian matrix within the framework of the MN method.This was achieved through the insightful incorporation of Gerschgorin’s Disk theorem and the Hermitian matrix block-inverse lemma.Simulation results show that the proposed algorithm has higher spectral efficiency and lower computational complexity than several conventional high-performance hybrid precoding schemes.…”
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Dynamic P2P trust model based on time-window feedback mechanism by SHI Zhi-guo, LIU Ji-wei, WANG Zhi-liang

“…The trust models employed by the existing systems do not provide adequate support to cope with dishonest feedbacks,strategically altering behaviors of malicious peers efficiently and the incentive mechanism.The time-window based local trust model TW-Trust was presented to solve these problems.It considers the inherent connection among trust,reputation and incentive and the effect of time factor on the trust computation.Six trust parameters are introduced to compute trustworthiness of peers,named direct trust,history reputation,difference reputation,misusing reputation,simi-larity and incentive utility.These parameters are adjusted in time to reflect the dynamic of the trust environment using feedback control mechanism,thus,the trust evaluation has better adaptability to the dynamic of trust.Theoretical analysis and experimental results show that the TW-Trust has advantages in countering strategic altering behavior and dishonest feedbacks of malicious peers and solving the sparseness issue in the computation of similarity.It is more effective in trust computation error and transaction failure rate than the previous models.…”
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A Method of Intrusion Detection Based on WOA-XGBoost Algorithm by Yan Song, Haowei Li, Panfeng Xu, Dan Liu

“…With the development of information technology, computer networks have become a part of people’s lives and work. …”
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