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Category: 7. Maths
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Symmetry-driven embedding of networks in hyperbolic space
Boguñá, M. et al. Network geometry. Nat. Rev. Phys. 3, 114 (2021).
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Replica exchange enhanced adaptively weighted stochastic gradient Langevin dynamics for Bayesian sampling and optimization
In this section, we introduce the REAWSGLD algorithm, specifically designed for Bayesian learning in the complex energy landscapes encountered in big data problems. By integrating the 1/k-ensemble and replica exchange methods, this algorithm…
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QSPR analysis of physico-chemical and pharmacological properties of medications for Parkinson’s treatment utilizing neighborhood degree-based topological descriptors
Using the open and closed neighborhood degree-sum-based topological indices, we do QSPR analysis using single-variable regression analysis in this part to make accurate predictions about the process’s impacts. The most accurate prediction…
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Hybridization of SMILES and chemical-environment-aware tokens to improve performance of molecular structure generation
SMI + AIS(N) representation
The SMILES descriptor represents molecular structures by serially enumerate atomic symbols (Element token) and some characters (Non-physical token) that indicate connectivities with neighboring atoms. Each element…
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Research on pedestrian detection method based on multispectral intermediate fusion using YOLOv7
Our method is implemented using the same configuration as YOLOv7. For training with the KAIST and UTOKYO datasets, the input image size is set to 640 × 640 pixels. If a label in the ground truth is “person” and the height is greater than…
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Structural analysis of ferrocement composite panels with expanded perlite based mortar
Masood, A., Arif, M., Akhtar, S. & Haquie, M. Performance of ferrocement panels in different environments. Cem. Concr. Res. 33, 555–562 (2003).
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Mansur, M. A., Maalej,…
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The analysis of entrepreneurship evaluation system for talent cultivation in artistic creativity and animation under artificial intelligence
Datasets collection
This work uses the Netflix Animation Library (https://www.netflix.com/jp/browse/genre/3063) as the data source. The dataset is a high-quality collection of animated works widely used in animation research and development. It…
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Multiple deception resources deployment strategy based on reinforcement learning for network threat mitigation
In this part, we carry out a series of simulations and give the experimental results of the proposed algorithm. We further prove the superiority of the algorithm by analyzing and comparing with the other baseline algorithms and combining with the…
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Automated high precision PCOS detection through a segment anything model on super resolution ultrasound ovary images
ESRGAN and SAM performance on image enhancement and segmentation
In this article, image enhancement and segmentation of ultrasound ovary image is accomplished with the support of ESRGAN & SAM, as depicted in Fig. 6. The initial row depicts the…
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