The effect of protons(E = 100 keV,F = 5×10^(15) cm^(-2)) exposure on the diffuse reflectance spectra of the SiO_(2 )with different size particles in wavelength range from 250 to 2500 nm have been *** were nanosph...
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The effect of protons(E = 100 keV,F = 5×10^(15) cm^(-2)) exposure on the diffuse reflectance spectra of the SiO_(2 )with different size particles in wavelength range from 250 to 2500 nm have been *** were nanosphere,submicrosphere,microsphere and submacrosphere,as well as solid micro-and *** synthesis of the particles was carried out by the formation of silica shells and dissolution of the polystyrene core *** surface morphology,surface area and crystal structure of the particles have been *** evaluating the changes of the solar absorptance,it was found that the radiation stability of the micro-and submacro-hollow particles is higher than that of the other nanostructured particles,except for solid *** low radiation stability of the hollow microparticles is due to the large void inside the hollow particles where radiation defects are not formed.
The electrochemical CO 2 reduction reaction is crucial for reducing atmospheric CO 2 and achieving carbon neutrality. Recent researches have predominantly focused on the development of high-performance catalysts, eval...
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The electrochemical CO 2 reduction reaction is crucial for reducing atmospheric CO 2 and achieving carbon neutrality. Recent researches have predominantly focused on the development of high-performance catalysts, evaluating their performance remains time-consuming. Concurrently, in situ spectroscopic techniques have been instrumental in elucidating catalytic mechanisms and fundamental reaction pathways. In this study, we employ constant potential ab initio molecular dynamics simulations to precisely model the adsorption behavior of CO 2 molecules on Cu–Ag alloy surfaces, with a particular focus on tracking variations in the bond angles of the adsorbed CO 2 . By generating 2600 unique spectral datasets, we leverage convolutional neural networks to extract key spectral features and train a deep learning model to predict the bond angles of adsorbed CO 2 based on the corresponding spectral information. Given that the bond angle of adsorbed CO 2 serves as a crucial descriptor of a catalyst's ability to activate CO 2 molecules, our approach demonstrates the efficacy of AI in predicting catalytic activity. Furthermore, we extend this model's applicability to Cu–Au and Cu–Zn alloys, establishing the potential for AI-driven preliminary catalyst screening based on spectral data. This methodology has the capacity to significantly accelerate the catalyst development pipeline by reducing the reliance on analyzing conventional experimental results manually.
The effects of proton (E = 100 keV, F = 54×1015 cm–2) exposure on the reflective spectra of Al2O3 hollow particles in wavelength range from 250 to 2500 nm have been investigated. Hollow particles were obtained b...
The effects of proton (E = 100 keV, F = 54×1015 cm–2) exposure on the reflective spectra of Al2O3 hollow particles in wavelength range from 250 to 2500 nm have been investigated. Hollow particles were obtained by deposition nanoparticles on polystyrene balls in chitosan solution with subsequent heat treatment. X-ray photoelectron spectra of the material were analyzed for the O1s peak before and after irradiation. It has been established that radiation stability of the hollow particles is higher than that of Al2O3 microparticles. This effect is caused by the low concentration of color centers in the hollow particle due to lack of material in the bulk of particles.
The effects of 160keV electron and 100keV proton on outgassing feature of DGEBA/DICY and dimethyl silicone rubber were investigated using a simulating facility of space radiation environment. Under radiation of electr...
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The organic materials used in in the crew module in a confined space degradation of volatile gas, most of these gases are volatile organic compounds(VOC), is an important source of air pollution. Therefore, the test t...
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ISBN:
(纸本)9781629939094
The organic materials used in in the crew module in a confined space degradation of volatile gas, most of these gases are volatile organic compounds(VOC), is an important source of air pollution. Therefore, the test total organic content is one important criteria of the evaluation of the toxicity of cabin material. Presently evaluation method of the toxicity are mostly concerned about the short-term manned space flight material outgassing toxicity. This paper provide a method for evaluating a long-term manned flight materials outgassing toxicity. Using the outgassing gas evaluation device of crew module to test a rubber which used in cabin. The test method according to the standard Q/W 1155-2008 Detecting method of hazard gas from non-metal materials in spacecraft crew module, collecting the outgassing products from materials in given condition, And quantitative analysis of the total organic content by gas chromatography. The method of quantitative analysis is n-pentane external standard quantitative. The results show that the test device developed background pollution to meet the design requirements, the infection for the test results can be ignored. The content of VOC for the rubber is 1.93g/g o Base on the effect of mechanism of temperature-time for the material outgassing, we give the method for estimate the total organic content in long-term manned flight.
The space radiation environment is mainly composed of electrons, protons or their combinations. Exposure to these charged particles typically degrades the electrical performance of semiconductor devices, especially le...
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