基于推理注意力机制的二阶段网络图像修复

现有的图像修复方法在处理大面积缺失或高度纹理化的图像时，通常会产生扭曲的结构或与周围区域不一致的模糊纹理，无法重建合理的图像结构。为此，提出了一种基于推理注意力机制的二阶段网络图像修复方法。首先通过边缘生成网络生成合理的幻觉边缘信息，然后在图像补全网络完成图像的重建工作。为了进一步生成视觉效果更逼真的图像，提高图像修复的精确度，在图像补全网络采用推理注意力机制，有效控制了生成特征的不一致性，从而生成更有效的信息。所提方法在多个数据集上进行了实验验证，结果表明该图像修复方法的结构相似性指数达到了88.9%，峰值信噪比达到了25.56 dB，与现有的图像修复方法相比，该方法具有更高的图像修复精确度，生成的图像更逼真。     

基于“234”现代学徒制人才培养模式的研究与实践

2015年,教育部下发了关于现代学徒制项试点建设要求,经过5年多实践,探索出 “234”现代学徒制人才培养模式,即培养主体“两融合”(学院与企业两个主体深度融合)；培养方式“三对接”(课程内容与岗位标准相对接,教学过程与生产过程相对接,学历证书与职业资格证书相对接)；培养过程“四阶段”(企业认知、基础学习；岗位训练、工学结合；学徒实践、工学交替；顶岗实习、考核入职)。通过培养模式创新,学生学习主动性明显增强,人才培养质量显著提高。     

汽车加油口双色注射模设计

分析了汽车加油口塑件结构,确定了注射成型方案、进胶方式,并介绍了通过滑块与开模动作配合实现塑件脱模的过程。     

植物乳杆菌发酵梨原汁饮料的研究

乳酸菌发酵果蔬汁,因其绿色、健康、营养,成为日常生活中必不可少的食物。我国梨种植业广泛、产量高,并且梨果自身营养素全面。因此,该研究利用3种复合益生菌研制一款发酵梨浆饮料。对发酵优势菌株进行发酵剂制备并优化工艺,保护剂配比为:谷氨酸钠2%、海藻糖5%、乳糖5%、脱脂乳10%、保护剂添加量与菌泥为3∶1(mL/g),在这些条件下,得到菌粉发酵剂菌活为8.48×10^9cfu/g;在发酵梨浆应用的工艺进行优化,最佳工艺为:植物乳杆菌299、保加利亚乳杆菌717、嗜热链球菌176体积比为4∶1∶1、接种量为8%、发酵温度为37℃、发酵时间72 h。此条件下梨浆得到充分发酵,口感突出,风味酸甜;测定梨浆发酵前后有机酸的变化:酵前梨浆中含量较为丰富的有机酸为:柠檬酸、苹果酸、乳酸、草酸。其中苹果酸、柠檬酸有优势有机酸,含量分别为:36.49、38.59 mg/100 g。经3种复合乳酸菌发酵后,梨浆中有机酸含量发生变化,有机酸含量依次为:乳酸、柠檬酸、苹果酸、草酸。其中乳酸含量由1.65 mg/100 g升高为116.27 mg/100 g。     

Asynchronous control for two‐dimensional hidden Markovian jump systems with partly known mode observation conditional probabilities

This study focuses on the asynchronous control problem for two‐dimensional discrete‐time hidden Markovian jump systems where the mode observation conditional probability matrix is partly known. Considering the original system modes are invisible, the observed modes emitted from an observer serve as an alternative for stability analysis and controller design where a mode observation conditional probability matrix is constructed to characterize the emission between system modes and observed modes. Specially, only partly known information of the mode observation conditional probability matrix is accessible. With the introduction of the free‐connection weighting matrices, the asymptotic mean square stability criterion is firstly derived based on Lyapunov method. This introduction provides a further degree of relaxation and less conservatism is therefore achieved. Secondly, we present synthesis conditions for asynchronous state feedback controller design given in terms of a set of interconnected linear matrix inequalities. Moreover, cluster concept based on the partitions of observed modes is adopted which helps to decrease the number of controllers and simplify the design complexity. A numerical example, regarding the cases with and without clustering of the observed modes, is presented to illustrate the effectiveness of the proposed method.     

致密油藏注天然气提高采收率研究现状

随着我国石油需求量不断增加,致密油藏的开发也愈发重要。如何高效开发致密油藏是一项重点难点,其中致密油藏注天然气提高采收率是一个极具潜力的研究方向。因此,本文着重介绍以天然气作为能量补充介质在国内外的研究现状和应用现状,并且从两相特征等方面总结了理论研究中的一些机理,对致密油藏注天然气提高采收率的发展前景进行了一定的展望。     

Mimicking the Brain Extracellular Matrix in Vitro: A Review of Current Methodologies and Challenges

The brain's extracellular matrix (ECM), a 3-dimensional macromolecular network that supports cell growth and viability, has crucial roles in homeostasis and disease. Accurate recapitulation of the chemical, structural, and mechanical properties of the ECM in brain cell cultures is essential for the development of translatable in vitro models; however, thus far, this task has proven highly challenging. This review provides an in-depth discussion of this challenge, including an overview of the properties of the ECM that in vitro models should endeavour to capture, a survey of ECM analogues that are currently used for this purpose, and a discussion of the main hindrances to developing more effective ECM-like coating materials.     

Identification of Proteins Modulated in the Date Palm Stem Infested with Red Palm Weevil (Rhynchophorus ferrugineus Oliv.) Using Two Dimensional Differential Gel Electrophoresis and Mass Spectrometry

A state of the art proteomic methodology using Matrix Assisted Laser Desorption/Ionization-Time of Flight (MALDI TOF) has been employed to characterize peptides modulated in the date palm stem subsequent to infestation with red palm weevil (RPW). Our analyses revealed 32 differentially expressed peptides associated with RPW infestation in date palm stem. To identify RPW infestation associated peptides (I), artificially wounded plants (W) were used as additional control beside uninfested plants, a conventional control (C). A constant unique pattern of differential expression in infested (I), wounded (W) stem samples compared to control (C) was observed. The upregulated proteins showed relative fold intensity in order of I > W and downregulated spots trend as W > I, a quite interesting pattern. This study also reveals that artificially wounding of date palm stem affects almost the same proteins as infestation; however, relative intensity is quite lower than in infested samples both in up and downregulated spots. All 32 differentially expressed spots were subjected to MALDI-TOF analysis for their identification and we were able to match 21 proteins in the already existing databases. Relatively significant modulated expression pattern of a number of peptides in infested plants predicts the possibility of developing a quick and reliable molecular methodology for detecting plants infested with date palm.