This section provides a comprehensive examination of the methodologies employed in forecasting wind energy generation using the most effective machine learning models, such as Random Forest and XGBoost. The discussion encompasses data…
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Experimental study on surface protection support that uses polymer thin spray-on layer
Based on the application process and bearing characteristics, TSL support can be divided into three stages: bonding, flexural deformation, and thin shell structure24, which correspond to the three major supporting effects of cemented wedge,…
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Real-time prediction of intensive care unit patient acuity and therapy requirements using state-space modelling
Data and study design
The study was approved by the University of Florida Institutional Review Board and Privacy Office. Three databases were used in this study: UFH, MIMIC, and eICU (cohort diagrams in Supplementary Fig. S1). The UFH dataset was…
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Densimetry of diluted aqueous salt solutions and molecular dynamics simulations identify temperature-dependent differences between the hydration of anions and cations
Pierotti, R. A. Scaled particle theory of aqueous and Non-Aqueous solutions. Chem. Rev. 76 (6), 717–726 (1976).
Klamt, A. & Schuurmann, G. COSMO – A new approach to dielectric screening in…
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Amyloid fibrils of the myelin basic protein are an integral component of myelin in the vertebrate brain
Animals, brain slice preparation, and brain homogenization
Four-month-old male Wistar rats were purchased in Rappolovo laboratory animal nursery (Saint-Petersburg, Russia). Domestic chickens (Gallus gallus domesticus) of the Russian White breed,…
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Author Correction: Multiscale dynamic immunomodulation by a nanoemulsified Trojan-TLR7/8 adjuvant for robust protection against heterologous pandemic and endemic viruses
Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate…
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Discovering activity transition patterns in social media check-in behavior via temporal activity motifs
We utilize a check-in dataset originally collected from Gowalla (https://www.gowalla.com/), a location-based social networking website. The dataset covers the New York-Newark-Jersey City, NY-NJ-PA Metropolitan Statistical Area (MSA), spanning…
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Investigation into the supply-demand relationship of carbon sequestration in the yellow river basin using the optimal parameter geographical detector model
Piao, S., He, Y., Wang, X. & Chen, F. Estimation of china’s terrestrial ecosystem carbon sink: methods, progress and prospects. Sci. China Earth Sci. 65, 641–651 (2022).
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Zhao, X.,…
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All-day free-space quantum key distribution with thermal source towards quantum secure communications for unmanned vehicles
The protocol and its security
In PSP CVQKD, the secure key is generated by utilizing the intrinsic field fluctuations of a thermal source. In this protocol, as shown in Fig. 1, Alice splits the output signal of a thermal source into two spatial…
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