Reliability-Based Fatigue Life Prediction for Complex Structure with Time-Varying Surrogate Modeling by Lu-Kai Song, Guang-Chen Bai, Cheng-Wei Fei, Jie Wen

“…By comparing the direct simulation (FE/FV model), RSM, GRNN, PSO-GRNN, and TV/PSO-GRNN, we observe that the TV/PSO-GRNN surrogate model is promising to perform the reliability-based fatigue life prediction of the turbine blisk and enhance the computational efficiency while ensuring an acceptable computational accuracy. …”
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UAV target tracking method based on global feature interaction and anchor-frame-free perceptual feature modulation. by Yuanhong Dan, Jinyan Li, Yu Jin, Yong Ji, Zhihao Wang, Dong Cheng

“…In addition, we design an anchor-free frame-aware feature modulation mechanism to reduce computation and generate high-quality anchors while optimizing the target frame refinement computation to improve the adaptability to target deformation motion. …”
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A New Construction Method for Rectangular Cartograms by Lina Wang, Haoxun Yuan, Xiang Li, Pengfei Lu, Yaru Li

“…The results show that the proposed algorithm not only improves computational efficiency but also effectively displays the adjacency and relative positional relationships between regions.…”
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A Comparative Analysis of Fractional Space-Time Advection-Dispersion Equation via Semi-Analytical Methods by Noufe H. Aljahdaly, Rasool Shah, Muhammed Naeem, Mohammad Asif Arefin

“…Researchers use a variety of numerical techniques to study such fractional models, but the nonlocality of the derivative having fractional order leads to high computation complexity and complex calculations, so the task is to find an efficient technique that requires less computation and provides greater accuracy when numerically solving such models. …”
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On a data-driven mathematical model for prostate cancer bone metastasis by Zholaman Bektemessov, Laurence Cherfils, Cyrille Allery, Julien Berger, Elisa Serafini, Eleonora Dondossola, Stefano Casarin

“…By integrating in vivo studies with in silico models, these obstacles can be potentially overcome. Existing computational models of tumor response to $ ^{223} $Ra are often computationally intensive. …”
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Hyperspectral Image Classification Using Spectral-Spatial Dual Random Fields With Gaussian and Markov Processes by Yaqiu Zhang, Lizhi Liu, Xinnian Yang

“…Subsequently, SAMRF is utilized to model the spatial prior within the function space, while the alternating direction method of multipliers (ADMM) is employed to enhance computational efficiency. Experimental results on three datasets with varying complexity show that the proposed algorithm improves computational efficiency by approximately 152 times and accuracy by about 7%–26% compared to the current popular Gaussian process methods. …”
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The Simulation of a Surface Plasmon Resonance Metallic Grating for Maximizing THz Sensitivity in Refractive Index Sensor Application by Asmar Sathukarn, Chia Jia yi, Sakoolkan Boonruang, Mati Horprathum, Khwanchai Tantiwanichapan, Kiattiwut Prasertsuk, Chayut Thanapirom, Woraprach Kusolthossakul, Kittipong Kasamsook

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Analysis of Switched-Rigid Floating Oscillator by Prabhakar R. Marur

“…The analytical expressions are validated by comparing the theoretical results with numerical computations.…”
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Modelling and Metaheuristic for Gantry Crane Scheduling and Storage Space Allocation Problem in Railway Container Terminals by Ming Zeng, Wenming Cheng, Peng Guo

“…The results show that the proposed algorithm can gain the near-optimal solutions within a reasonable computation time.…”
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Optimal Placement of Hybrid Wind-Solar System Using Deep Learning Model by Sundeep Siddula, G. K. Prashanth, Praful Nandankar, Ram Subbiah, Saikh Mohammad Wabaidur, Essam A. Al-Ammar, M. H. Siddique, Subash Thanappan

“…The multiobjective criterion from both solar and wind energy farms simulated on MATLAB simulator shows an increased number of accuracies with reduced mean average error and computation time during training and testing. The results show that the RBM achieves improved rate of finding the optimal placement with a lesser cost and computation time of lesser than 2 ms than other methods.…”
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The Rayleigh quotient and dynamic programming by Richard Bellman

“…Finally, in Section 7, we discuss selective computation.…”
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A Hierarchical Procedure for the Synthesis of ANFIS Networks by Massimo Panella

“…Starting from a hyperplane clustering synthesis in the joint input-output space, a computationally efficient optimization of ANFIS networks is proposed in this paper. …”
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Genetic Algorithm for Biobjective Urban Transit Routing Problem by J. S. C. Chew, L. S. Lee, H. V. Seow

“…A simple yet effective route crossover operator is proposed by utilizing a set of feasibility criteria to reduce the possibility of producing an infeasible network. The computational results from Mandl’s benchmark problems are compared with other published results in the literature and the computational experiments show that the proposed algorithm performs better than the previous best published results in most cases.…”
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Exploiting Neural-Network Statistics for Low-Power DNN Inference by Lennart Bamberg, Ardalan Najafi, Alberto Garcia-Ortiz

“…Specialized compute blocks have been developed for efficient nn execution. …”
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The ‘True’ Splenic Wanderer by R Kanthan, JM Radhi

“…Among the modern imaging modalities including computed tomography, magnetic resonance imaging, nuclear scans and ultrasonography, the latter appears to be the least invasive and the most effective in reaching a definitive diagnosis. …”
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Impact of Ekman Pumping on the Meridional Coherence of the AMOC by Neil J. Fraser, Alan D. Fox, Stuart A. Cunningham

“…Two cases are considered: (a) the AMOC computed in depth coordinates and (b) the AMOC computed in isopycnal coordinates. …”
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Simulations of Learning, Memory, and Forgetting Processes with Model of CA1 Region of the Hippocampus by Dariusz Świetlik

“…The computer simulations showed that CA1 model performs efficient LTP induction and high rate of sub-millisecond coincidence detection. …”
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Study on Driving Performance of the Axial-Flow Blood Pump under the Condition of Large Gap by Yan Xu, Lizhi Cheng, Liang Liang

“…The paper demonstrates an improvement of the simulation and computational methods for research on the system magnetic field and driving performance of the large gap magnetic drive system, which is used to drive the axial flow blood pump. …”
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Flow Measurements and Flow Analysis in the Exit Region of a Radial Turbine by D. M. Murugan, W. Tabakoff, A. Hamed

“…Steady axisymmetric, compressible, turbulent flow computations with a two equation turbulence model were performed using the PARC code for the meridional flow in the radial turbine exit region. …”
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Quaternary Neural Belief Propagation Decoding of Quantum LDPC Codes With Overcomplete Check Matrices by Sisi Miao, Alexander Schnerring, Haizheng Li, Laurent Schmalen

“…Quantum low-density parity-check (QLDPC) codes are promising candidates for error correction in quantum computers. One of the major challenges in implementing QLDPC codes in quantum computers is the lack of a universal decoder. …”
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