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基于深度学习的图像超分辨率算法通常采用递归的方式或参数共享的策略来减少网络参数,这将增加网络的深度,使得运行网络花费大量的时间,从而很难将模型部署到现实生活中。为了解决上述问题,本文设计一种轻量级超分辨率网络,对中间特征的关联性及重要性进行学习,且在重建部分结合高分辨率图像的特征信息。首先,引入层间注意力模块,通过考虑层与层之间的相关性,自适应地分配重要层次特征的权重。其次,使用增强重建模块提取高分辨率图像中更精细的特征信息,以此得到更加清晰的重建图片。通过大量的对比实验表明,本文设计的网络与其他轻量级模型相比,有更小的网络参数量,并且在重建精度和视觉效果上都有一定的提升。 相似文献
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采用超高效液相色谱⁃四极杆⁃飞行时间高分辨质谱(UPLC⁃Q⁃TOF)对4类不同类型的含聚对苯二甲酸乙二醇酯(PET)材质的食品接触材料在4 %乙酸和50 %乙醇模拟物中的迁移出的非挥发性未知物进行筛查解析。结果表明,产品在4 %乙酸模拟物的迁移风险远小于50 %乙醇模拟物,主要迁移物质为聚合单体形成的寡聚物,抗氧剂、润滑剂、胶黏剂等加工助剂以及生产加工、迁移过程中形成的非有意添加物(NIAS)物质;纯PET材质的产品迁移物质较少,多层复合材料迁移物质较多。复合材质的产品中,PET材质可能在生产时添加了己二酸、癸二酸、新戊二醇等物质,进行了改性处理;此外,部分迁移物质会与模拟物中的乙醇发生反应,生成新的NIAS物质。 相似文献
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采用粉末冶金法将纳米单质铜(Cu0)、硅铁(FeSi)、四氧化三铁硅涂层(Fe3O4@SiO2)混合煅烧并制备出新型磁性硅铁载铜吸附剂MagFeSi-Cu0。实验研究不同烟气温度下MagFeSi-Cu0的汞吸附能力基础上,结合颗粒内扩散模型、准二阶动力学模型、Elovich模型及Bangham模型分析了MagFeSi-Cu0吸附Hg0过程的主要控制步骤。在此基础上,依据密度泛函理论(DFT)研究了不同反应温度下FeSi表面Cu0原子与Hg0原子的汞齐作用机制。研究结果表明,Bangham模型的拟合值与MagFeSi-Cu0汞吸附实验值拟合度最高,MagFeSi-Cu0表面痕量Hg0吸附由汞的外扩散和表面铜汞齐吸附共同控制;通过密度泛函计算,发现Cu0颗粒表面Cu-Hg齐吸附能为-0.534 eV,当烟气温度从80℃上升至200℃时,Hg0原子与单质Cu原子的吸附自由能从-22.47 kJ/mol下降至-13.96 kJ/mol,这些结果为深入了解Hg0在Cu(111)表面的反应机理提供了理论基础。 相似文献
5.
Constantin Tnase Lucia Pintilie Raluca Elena Tnase 《International journal of molecular sciences》2021,22(4)
In the total stereo-controlled synthesis of natural prostaglandins (PGs) and their structural analogs, a vast class of compounds and drugs, known as the lactones, are encountered in a few key steps to build the final molecule, as: δ-lactones, γ-lactones, and 1,9-, 1,11-, and 1,15-macrolactones. After the synthesis of 1,9-PGF2α and 1,15-PGF2α lactones, many 1,15-lactones of E2, E3, F2, F3, A2, and A3 were found in the marine mollusc Tethys fimbria and the quest for understanding their biological role stimulated the research on their synthesis. Then 1,9-, 1,11-, and 1,15-PG lactones of the drugs were synthesized as an alternative to the corresponding esters, and the first part of the paper describes the methods used for their synthesis. The efficient Corey procedure for the synthesis of prostaglandins uses the key δ-lactone and γ-lactone intermediates with three or four stereocenters on the cyclopentane fragment to link the PG side chains. The paper describes the most used procedures for the synthesis of the milestone δ-Corey-lactones and γ-Corey-lactones, their improvements, and some new promising methods, such as interesting, new stereo-controlled and catalyzed enantioselective reactions, and methods based on the chemical/enzymatic resolution of the compounds in different steps of the sequences. The many uses of δ-lactones not only for the synthesis of γ-lactones, but also for obtaining 9β-halogen-PGs and halogen-substituted cyclopentane intermediates, as synthons for new 9β-PG analogs and future applications, are also discussed. 相似文献
6.
《Ceramics International》2022,48(1):525-539
C/C-BN composites and Cf/BN/PyC composites exhibiting different structures for pyrolytic carbon (PyC) and boron nitride (BN) were studied comparatively to determine their oxidation behavior. This study used five types of samples. Porous C/C composites were modified with silane coupling agents (APS) and then fully impregnated in water-based slurry of hexagonal boron nitride (h-BN); the resulting C/C-BN preforms were densified by depositing PyC by chemical vapor infiltration (CVI), resulting in three types of C/C-BN composites. The other two Cf/BN/PyC composites were obtained by depositing a BN interphase and PyC in carbon fiber preforms by CVI; one was treated with heat, and the other was not. This study was focused on determining how the PyC deposition mechanism, morphology and pore structure were affected by the method of BN introduction. In the 600–900 °C temperature range, the Cf/BN/PyC composites and C/C composites underwent oxidation via a mixed diffusion/reaction mode. The C/C-BN composites had a different pore structure due to the formation of nodules comprising h-BN particles; both interfacial debonding and cracking were reduced, resulting in higher resistance to gas diffusion, lower oxidation rate and larger activation energy (Ea) in the temperature range 600–800 °C. In addition, the mechanism for oxidation of C/C-BN composites gradually exhibited diffusion control at 800–900 °C because the formation of h-BN oxidation products healed the defects. The oxidation mechanism was more dependent on pore structure than on BN structure or content. 相似文献
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采用新型螺旋切割器作为气液分散装置制备的高浓度臭氧水作为杀菌剂,以年糕等米制品中难以杀灭的巨大芽孢杆菌作为研究对象,分析不同初始浓度、不同温度以及不同pH值的臭氧水对巨大芽孢杆菌的杀菌效果。试验结果表明:初始浓度为10 mg/L,温度为15℃,pH为5,杀菌时间为6 min时,臭氧水对巨大芽孢杆菌的杀菌数值可高达5.63 lg CFU/g。应用Weibull模型、Dose-response模型、一级动力学Linear模型对臭氧水在不同初始浓度下杀菌所得的试验数据进行拟合,并运用独立试验数据验证模型的准确度因素Af、偏移因素Bf、根平均方差RMSE和决定系数R2。通过对这三种模型的拟合参数的比较,结果表明在臭氧水初始浓度低于5 mg/L时适宜使用Weibull模型,在臭氧水初始浓度高于5 mg/L时使用Dose-response模型更合适。 相似文献
9.
Xiuhui Huang Junfeng Li Jun Wang Zeqiu Li Jiayin Xu 《Frontiers of Chemical Science and Engineering》2020,14(4):534
In the last decades, many reports dealing with technology for the catalytic combustion of methane (CH4) have been published. Recently, attention has increasingly focused on the synthesis and catalytic activity of nickel oxides. In this paper, a NiO/CeO2 catalyst with high catalytic performance in methane combustion was synthesized via a facile impregnation method, and its catalytic activity, stability, and water-resistance during CH4 combustion were investigated. X-ray diffraction, low-temperature N2 adsorption, thermogravimetric analysis, Fourier transform infrared spectroscopy, hydrogen temperature programmed reduction, methane temperature programmed surface reaction, Raman spectroscopy, electron paramagnetic resonance, and transmission electron microscope characterization of the catalyst were conducted to determine the origin of its high catalytic activity and stability in detail. The incorporation of NiO was found to enhance the concentration of oxygen vacancies, as well as the activity and amount of surface oxygen. As a result, the mobility of bulk oxygen in CeO2 was increased. The presence of CeO2 prevented the aggregation of NiO, enhanced reduction by NiO, and provided more oxygen species for the combustion of CH4. The results of a kinetics study indicated that the reaction order was about 1.07 for CH4 and about 0.10 for O2 over the NiO/CeO2 catalyst. 相似文献
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