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Enhanced Mobility and Stability in Solution-Processed Mo–Pr Co-Doped In_(2)O_(3) TFTs Guided by Machine Learning Optimization
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作者 Weixin Cheng Yuexin Yang +7 位作者 Han Li Xiaoqin Wei Honglong Ning Guoping Su Shaojie Jin Chenbo Min rihui yao Junbiao Peng 《Electron》 2025年第4期8-32,共25页
In_(2)O_(3)-based TFTs have garnered widespread attention due to their higher mobilities than amorphous silicon.Previous studies have indicated that rare earth doping can enhance the NBIS stability of TFTs,but this of... In_(2)O_(3)-based TFTs have garnered widespread attention due to their higher mobilities than amorphous silicon.Previous studies have indicated that rare earth doping can enhance the NBIS stability of TFTs,but this often results in a decrease in mobility.To improve the mobility of TFTs while maintaining stability,we incorporated Mo and Pr into In_(2)O_(3),fabricating InPrMoO TFTs.Mo doping is believed to positively affect In_(2)O_(3)through reducing porosity and defects.Pr doping has been proposed as a potential strategy to enhance the NBIS stability of In_(2)O_(3).A nondestructiveμPCD detector was employed to characterize the local defect states of the film.X-ray photoelectron spectroscopy data demonstrate that the InPrMoO film with 0.8 mol%Mo doping has the lowest concentration of oxygen vacancies(Vo).TFTs fabricated using the InPrMoO film doped with an optimized concentration of 0.8 mol%Mo exhibit superior electrical properties(μ_(sat)=12.2 cm^(2)/V·s,V_(th)=1.6 V,I_(on)/I_(off)=2.17×10^(6),and SS=0.47 V/dec)and the minimalΔVth under NBS/PBS/NBIS=−0.65 V/0.79 V/−0.70 V.The synergistic effect of Mo and Pr doping has led to enhanced film uniformity and density,consequently improving the mobility and stability of the TFTs.To tackle the challenge of predicting optimal process parameters,a multiobjective prediction model integrating physical models and machine learning was developed.The predicted optimal parameters(0.78 mol%Mo doping,381℃ annealing)were experimentally verified,yielding<5%relative error in most film properties.The prepared TFT exhibits a mobility of 13.5 cm^(2)/V·s(10.6%improvement),an on/off current ratio of 3.82�106,and an SS of 0.40 V/dec,demonstrating superior efficiency over conventional trial-and-error methods. 展开更多
关键词 high NBIS stability machine learning metal oxide molybdenum doping oxygen vacancy suppressing
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Alloy-Electrode-Assisted High-Performance Enhancement-Type Neodymium-Doped Indium-Zinc-Oxide Thin-Film Transistors on Polyimide Flexible Substrate 被引量:1
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作者 Kuankuan Lu rihui yao +7 位作者 Wei Xu Honglong Ning Xu Zhang Guanguang Zhang Yilin Li Jinyao Zhong Yuexin Yang Junbiao Peng 《Research》 SCIE EI CAS CSCD 2021年第1期295-303,共9页
Flexible thin-film transistors with high current-driven capability are of great significance for the next-generation new display technology.The effect of a Cu-Cr-Zr(CCZ)copper alloy source/drain(S/D)electrode on flexi... Flexible thin-film transistors with high current-driven capability are of great significance for the next-generation new display technology.The effect of a Cu-Cr-Zr(CCZ)copper alloy source/drain(S/D)electrode on flexible amorphous neodymiumdoped indium-zinc-oxide thin-film transistors(NdIZO-TFTs)was investigated.Compared with pure copper(Cu)and aluminum(Al)S/D electrodes,the CCZ S/D electrode changes the TFT working mode from depletion mode to enhancement mode,which is ascribed to the alloy-assisted interface layer besides work function matching.X-ray photoelectron spectroscopy(XPS)depth profile analysis was conducted to examine the chemical states of the contact interface,and the result suggested that chromium(Cr)oxide and zirconium(Zr)oxide aggregate at the interface between the S/D electrode and the active layer,acting as a potential barrier against residual free electron carriers.The optimal NdIZO-TFT exhibited a desired performance with a saturation mobility(μsat)of 40.3 cm^(2)·V-1·s^(-1),an Ion/Ioff ratio of 1:24×10^(8),a subthreshold swing(SS)value of 0.12 V·decade^(-1),and a threshold voltage(Vth)of 0.83 V.This work is anticipated to provide a novel approach to the realization of highperformance flexible NdIZO-TFTs working in enhancement mode. 展开更多
关键词 interface ELECTRODE copper
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