Quantitative performance evaluation
To evaluate the generative quality and diversity of outputs produced by the proposed GAN-based educational system, we compared our model against four baseline architectures commonly used in image-to-image…
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Tensor networks for lattice gauge theories beyond one dimension
Kleinert, H. Gauge Fields in Condensed Matter (WORLD SCIENTIFIC, 1989).
Fradkin, E. Field Theories of Condensed Matter Physics (Cambridge University Press, 2013),
Ichinose, I. & Matsui, T. Lattice gauge theory for condensed matter physics:…
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Artificial intelligence with feature fusion empowered enhanced brain stroke detection and classification for disabled persons using biomedical images
This paper develops an EBSDC-AIFFT model. This paper aims to create an enhanced brain stroke detection system for individuals with disabilities, utilizing biomedical images to improve diagnostic accuracy. To achieve this, the EBSDC-AIFFT model…
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Vaccination with Acinetobacter baumannii adhesin Abp2D provides protection against catheter-associated urinary tract infection
Ethics statement
All animal experimentation was conducted according to the National Institutes of Health guidelines for the housing and care of laboratory animals. All experiments were performed in accordance with institutional regulations after…
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A blockchain-based deep learning approach for student course recommendation and secure digital certification
The research majorly concentrates on developing the course recommendation as well as the certificate issuance system with the Deep certifier-DX509. The model works in four phases, where the highly authenticated certificate is issued to the user…
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A multivalent mRNA vaccine elicits robust immune responses and confers protection in a murine model of monkeypox virus infection
MPXV mRNA vaccine design and fusion protein expression
In this study, we developed potent MPXV trivalent mRNA vaccines that target the antigens of both the IMV and EEV forms and characterized their physicochemical properties. First, we generated…
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Tensor network analysis of the maple-leaf antiferromagnet spangolite
Heisenberg Hamiltonian
We begin our study of spangolite by determining the parameters of the Heisenberg Hamiltonian
$$H={\sum}_{i < j}{J}_{ij}{{{\bf{S}}}}_{i}\cdot {{{\bf{S}}}}_{j}$$
(1)
using the density…
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Non-variational quantum random access optimization with alternating operator ansatz
In this work, we focus on the MaxCut problem, which is commonly used to evaluate both QAOA and QRAO8,9,24,30. However, QAOA-for-QRAO is easily extendable to a broad range of CO problem. Before introducing QAOA-for-QRAO, we briefly explain MaxCut,…
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Glucocorticoids induce femoral head necrosis in rats through the HIF-1α/VEGF signaling pathway
Smolen, J. S. et al. EULAR recommendations for the management of rheumatoid arthritis with synthetic and biological disease-modifying antirheumatic drugs: 2022 update. Ann. Rheum. Dis. 82 (1), 3–18 (2023).
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Discovery and genesis mechanism of high content diamondoids in the Gulong shale oil
Relationship between diamondoid content and thermal maturity
A substantial amount of research has confirmed that the formation of diamondoids is closely related to the thermal maturation of organic matter. Fang et al.34 proposed that the evolution…
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