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Desorption processes of HO molecules from AlO(HO) ( = 3, 5, 7) and AlO(HO)H ( = 4, 6, 8) clusters were investigated using gas-phase thermal desorption spectrometry to evaluate the HO storage capacity and mechanisms of aluminum oxide clusters. The clusters stored approximately 10 HO molecules at ∼300 K, depending on the size (), and released them upon heating. Even after heating to ∼1000 K, 2-4 HO molecules remained bound. The HO desorption energy (Δ) from each composition of AlO(HO) or AlO(HO)H was determined based on the temperature dependence and compared with the DFT-calculated values. Based on the Δ and theoretically calculated structures, three modes of HO storage were found, i.e., hydrogen-bonded, coordination-bonded, and dissociated HO molecules, the binding energy of which tends to increase in this order. Compared with Si-oxide cluster cations, the formation of coordination bonds is a unique characteristic of Al atoms. While both Al and Si atoms prefer tetrahedral coordination, Al atoms can adopt higher coordination numbers (5 and 6). These properties of Al atoms confer greater geometric flexibility during HO adsorption and desorption, potentially enhancing HO storage capability when Al is incorporated into silica-based compounds.
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http://dx.doi.org/10.1021/acs.jpca.5c03666 | DOI Listing |
Small
September 2025
School of Mechanical Engineering, Yonsei University, 50, Yonsei-ro, Seodaemun-gu, Seoul, 03722, Republic of Korea.
Core-shell electrodes provide a potential and innovative approach for significantly enhancing the performance and capacity of supercapacitors (SCs) by combining two distinct materials. The capabilities of these advanced electrodes surpass those of conventional single electrodes. Specifically, these exhibit better energy storage, higher power density, and improved overall performance.
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September 2025
School of Materials Science and Engineering, State Key Laboratory of Silicon and Advanced Semiconductor Materials, Zhejiang University, Hangzhou, 310027, P. R. China.
High-concentration electrolytes (HCEs) face inherent challenges such as high viscosity and diminished ionic conductivity caused by the formation of three-dimensional (3D) anion networks, which limit their practical applications. In this study, it is demonstrated that encapsulating HCEs within metal-organic frameworks (MOFs) effectively disrupts these 3-D networks, resulting in significantly enhanced ionic conductivity. Raman spectroscopy, nuclear magnetic resonance (NMR), and molecular dynamics (MD) simulations reveal a significant reduction in aggregates (AGGs)-state anion within MOF-confined electrolytes, confirming the reconstruction of the solvation environment.
View Article and Find Full Text PDFJ Sci Food Agric
September 2025
College of Food Science & Technology, Shanghai Ocean University, Shanghai, China.
Background: Kaempferol (KAE), a bioactive flavonoid, has limited solubility and stability in water. Zein-gum arabic (GA) nanoparticles (NPs) are promising carriers for KAE, but the influence of preparation methods on their structure and properties remains unclear. This study investigated the effect of preparation method on the structure and properties of KAE-loaded zein-GA NPs.
View Article and Find Full Text PDFFront Comput Neurosci
August 2025
Department of Biomedical Engineering, Viterbi School of Engineering, University of Southern California, Los Angeles, CA, United States.
Artificial neural networks are limited in the number of patterns that they can store and accurately recall, with capacity constraints arising from factors such as network size, architectural structure, pattern sparsity, and pattern dissimilarity. Exceeding these limits leads to recall errors, eventually leading to catastrophic forgetting, which is a major challenge in continual learning. In this study, we characterize the theoretical maximum memory capacity of single-layer feedforward networks as a function of these parameters.
View Article and Find Full Text PDFAnalyst
September 2025
Research Centre for Analytical Instrumentation, State Key Laboratory of Industrial Control Technology, Zhejiang University, Hangzhou 310027, P. R. China.
Rapid and efficient screening of foodborne pathogens is crucial for preventing bacterial spread and food poisoning. However, developing a multi-detection method that is easy to operate, offers good stability, and achieves high efficiency remains an enormous challenge. Existing multiplexed nucleic acid detection methods suffer from complex designs, leading to complicated operations, and non-robust sample introduction, causing primer/probe crosstalk and false-positive results.
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