Efficient Phosphorescent Organic Light Emitting Diodes Using FITCNQ as the Indium-Tin-Oxide Modification Layer

A phosphorescent organic light emitting diode by using tetrafluorotetracyanoquinodimethane （F4 TCNQ） as the indium-tin-oxide modification layer and 4,4＇-bis（earbazol-9-yl）biphenyl （CBP） as the hole transporting layer is reported. CBP doped with a green phosphorescent dopant, tris（2-（p-tolyl）pyridine） iridium（III） （Ir（mppy）3） is used as the emission layer in this device, and the maximum current efficiency of 31.3 cd/A is achieved. Further- more, low efficiency roll-off of 10.4% is observed with device luminance increasing from 100 cd/m2 （29. 7 cd/A） to lO000 cd/m2 （26.5 cd/A）. It is demonstrated that a charge-generation area is formed at F4 TCNQ/CBP interface, which will benefit hole injection into the hole transporting layer. Moreover, use of the CBP hole transporting layer will benefit the low efficiency roll-off by broadening triplet exciton formation, as well as by avoiding accumulation of unbalanced carrier at the hole transporting layer/emission layer interface.     

基于深度学习的HL-2A装置ELM实时控制系统的研制

利用HL-2A装置已开发的基于深度学习的边缘局域模(ELM)识别算法和超声分子束注入(SMBI)等ELM缓解设备组成了一个ELM实时识别和控制系统。该系统实时采集相关的输入数据,通过神经网络计算分析,输出识别信号,当检测到存在连续ELM时,触发SMBI以缓解ELM。在HL-2A装置放电实验期间对ELM实时控制系统进行了测试,识别效果明显,在1ms控制周期中,达到了ELM的实时缓解与控制。