利用电泳法在金属基底上制备MgB2超导厚膜

利用电泳技术在高熔点金属基底Ta,Mo和W上制备MgB2 超导厚膜 .厚膜中的MgB2 晶粒结合紧密 ,粒度小于1μm ,呈随机取向生长 .电阻测量表明沉积在Ta ,Mo,W上的MgB2 厚膜的超导起始转变温度分别为 3 6.5K ,3 4.8K ,3 3 .4K ,对应的转变宽度为 0 .3K ,1.5K和 2 .0K .三种基底上制备的MgB2 厚膜的临界电流密度在不同温度下随外磁场的变化情况基本相同 ,MgB2 Mo厚膜的临界电流密度在 5K ,1T时可达 1.2× 10 5A cm2 .本工艺可以随意控制膜的厚度、形状、大小 ,也可进行双面沉积 ,且制备出的MgB2 厚膜的超导性能优良 ,为MgB2 超导体的实用化提供了可能     

低温溶液法制备氧化钼及其在QLEDs中的应用

空穴注入层(HIL)在量子点发光二极管(QLEDs)中有重要作用。使用低温溶液法制作了MoOx纳米颗粒,将其在氧化铟锡(ITO)玻璃上旋涂成膜后使用不同温度进行退火处理,并作为空穴注入层进行量子点发光二极管的制作。实验结果表明,氧化钼薄膜有着与ITO玻璃阳极和Poly-TPD空穴传输层匹配的能级,可用作量子点发光二极管的空穴注入层,而使用经100 ℃退火处理后的MoOx薄膜作为空穴注入层的器件性能最佳：器件启亮电压为2.5 V,最高外量子效率为11.6%,在偏压为10 V时,器件的最高亮度达到27 100 cd/m2。     

基于深度强化学习算法的投资组合策略与自动化交易研究

投资组合策略问题是金融领域经久不衰的一个课题,将人工智能技术用于金融市场是信息技术时代一个重要的研究方向。目前的研究较多集中在股票的价格预测上,对于投资组合及自动化交易这类决策性问题的研究较少。文中基于深度强化学习算法,利用深度学习的BiLSTM来预测股价的涨跌,以强化学习的智能体进行观测,更好地判断当期情况,从而确定自己的交易动作;同时,利用传统的投资组合策略来建立交易的预权重,使智能体可以在自动化交易的过程中进行对比,从而不断优化自己的策略选择,生成当期时间点内最优的投资组合策略。文章选取美股的10支股票进行实验,在真实的市场模拟下表明,基于深度强化学习算法的模型累计收益率达到了86.5%,与其他基准策略相比,收益最高,风险最小,具有一定的实用价值。     

Reliability test and failure analysis of high power LED packages

A new type application specific light emitting diode (LED) package (ASLP) with freeform polycarbonate lens for street lighting is developed, whose manufacturing processes are compatible with a typical LED packaging process. The reliability test methods and failure criterions from different vendors are reviewed and compared. It is found that test methods and failure criterions are quite different. The rapid reliability assessment standards are urgently needed for the LED industry. 85 ℃/85 RH with 700 mA is used to test our LED modules with three other vendors for 1000 h, showing no visible degradation in optical performance for our modules, with two other vendors showing significant degradation. Some failure analysis methods such as C-SAM, Nano X-ray CT and optical microscope are used for LED packages. Some failure mechanisms such as delaminations and cracks are detected in the LED packages after the accelerated reliability testing. The finite element simulation method is helpful for the failure analysis and design of the reliability of the LED packaging. One example is used to show one currently used module in industry is vulnerable and may not easily pass the harsh thermal cycle testing.     

Fabrication of YBCO／YSZ and YBCO／MgO thick films using electrophoretic deposition with top-seeded melt growth process

Superconducting thick films were grown on single crystals MgO and YSZ by electrophoretic deposition with Y_2BaCuO_5(Y211) addition. YBCO thick films were then accomplished by sintering the precursor films above the peritectic temperature. Single crystals of MgO (3×3×0.5 mm^3) were used as top-seed to control crystal structure of the thick films. As shown by scanning electron microscopy, the morphologies of YBCO/YSZ and YBCO/MgO thick films are spherulitic texture and platelet type. The critical temperature is ～89 K for the YBCO/YSZ thick film; the onset transition temperature is 86.4 K and the transition width is ～3 K for YBCO/MgO thick film. The critical current densities (as determined by Bean model) are, in A/cm^2, 3870 (77 K) for YBCO/YSZ thick films and 2399 (77 K) for YBCO/MgO thick films, which are comparable to the best J_c reported of the thick films prepared by the same method.