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Diagonal loading common spatial patterns with Pearson correlation coefficient based feature selection for efficient motor imagery classification.
Comput Methods Biomech Biomed Engin
January 2025
Department of Electronics and Electrical Communications, Faculty of Electronic Engineering, Menoufia University, Menouf, Egypt.
The conversion of a person's intentions into device commands through the use of brain-computer interface (BCI) is a feasible communication method for individuals with nervous system disorders. While common spatial pattern (CSP) is commonly used for feature extraction in BCIs, it has limitations. It is known for its susceptibility to noise and tendency to overfit.
View Article and Find Full Text PDFHigh-performance boron nitride/graphene oxide composites modified with sodium thiosulfate for energy storage applications.
Nanoscale Adv
January 2025
School of Chemical Engineering, Yeungnam University 280 Daehak-Ro Gyeongsan 38541 Republic of Korea
Two-dimensional (2D) hybrid materials, particularly those based on boron nitride (BN) and graphene oxide (GO), have attracted significant attention for energy applications owing to their distinct structural and electronic properties. BN/GO composites uniquely combine the mechanical strength, thermal stability and electrical insulation of BN with the high conductivity and flexibility of GO, creating advanced materials ideal for the fabrication of batteries, supercapacitors and fuel cells. These hybrids offer synergistic effects, enhanced charge transport, increased surface area, and improved chemical stability, making them promising candidates for high-performance energy systems.
View Article and Find Full Text PDFAnomalously High Dielectric Strength and Capacitive Energy Density of Thin Entangled Glassy Polymer Films.
JACS Au
January 2025
Department of Chemical and Biomolecular Engineering, University of Houston, Houston, Texas 77204, United States.
The influence of high-intensity electric fields on the stability of polymeric materials is a problem of interest in the design of next-generation energy storage and electronic devices, and for understanding the limits of stability of polymer films exposed to large electric fields generally. Here, we show that the dielectric strength of entangled glassy polymer films increases as an inverse power-law of the film thickness for "ultrathin" films below a micron in thickness. The dielectric strength enhancement in these polymer films becomes as large as ≈2 GV/m in films thinner than 100 nm, but in this thickness regime, the increase of the dielectric strength depends strongly on the polymer mass, sample aging time, and the method of film preparation.
View Article and Find Full Text PDFEfficient photocatalytic degradation of bisphenol A on 2D-3D spherically hierarchical structure ZnInS.
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Institute of Materials Research, Tsinghua Shenzhen International Graduate School, Tsinghua University, Shenzhen, Guangdong, China.
Bisphenol A (BPA) poses a significant environmental threat due to its widespread use as an industrial chemical and its classification as an environmental endocrine disruptor. The urgent need for effective BPA removal has driven research toward innovative solutions. In this study, we present the synthesis and application of a novel 2D-3D spherically hierarchical ZnInS (ZIS) photocatalyst for the photocatalytic degradation of BPA under visible light for the first time.
View Article and Find Full Text PDFEvaluation of the Catalytic Effect of Metal Additives on the Performance of a Combined Battery and Electrolyzer System.
ACS Appl Energy Mater
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Hollingsworth and Vose, Groton, Massachusetts 01450, United States.
A low-cost method of green hydrogen production via the modification of a lead acid battery has been achieved, resulting in a hydrogen flow rate of 5.3 L min from a 20-cell string. The electrochemical behavior and catalytic effect of various metal additives on the hydrogen evolution reaction (HER) was evaluated using cyclic voltammetry.
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