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Gate leakage mechanisms in Al_(2)O_(3)/SiN/AlN/GaN MIS-HEMTs on Si substrates
《Chinese Physics B》2025年第4期528-533,共6页Hui-Lin Li Jie-Jie Zhu Ling-Jie Qin Si-Mei Huang Shi-Yang Li Bo-Xuan Gao Qing Zhu Xiao-Hua Ma 
Project supported by the National Natural Science Foundation of China(Grant Nos.62188102,62174125,and 62131014).
This study investigates the gate leakage mechanisms of AlN/GaN metal–insulator–semiconductor high-electronmobility transistors(MIS-HEMTs)fabricated on silicon substrate with Al_(2)O_(3)/SiN as stacked gate dielectri...
关键词:AlN/GaN MIS-HEMTs gate leakage mechanism trap-assisted tunneling(TAT) 
Physics-embedded machine learning search for Sm-doped PMN-PT piezoelectric ceramics with high performance
《Chinese Physics B》2024年第8期81-88,共8页辛睿 王亚祺 房泽 郑凤基 高雯 付大石 史国庆 刘建一 张永成 
Project supported by the National Natural Science Foundation of China (Grant Nos.52272116 and 12002400);the Natural Science Foundation of Shandong Province (Grant No.ZR2021ME096);the Youth Innovation Team Project of Shandong Provincial Education Department (Grant No.2019KJJ012)。
Pb(Mg_(1/3)Nb_(2/3))O_(3)–PbTiO_(3)(PMN-PT)piezoelectric ceramics have excellent piezoelectric properties and are used in a wide range of applications.Adjusting the solid solution ratios of PMN/PT and different conce...
关键词:Pb(Mg_(1/3)Nb_(2/3))O_(3)–PbTiO_(3)(PMN-PT)ceramic physics-embedded machine learning piezoelectric coefficient Curie temperature 
TCAS-PINN:Physics-informed neural networks with a novel temporal causality-based adaptive sampling method
《Chinese Physics B》2024年第5期344-364,共21页郭嘉 王海峰 古仕林 侯臣平 
Project supported by the Key National Natural Science Foundation of China(Grant No.62136005);the National Natural Science Foundation of China(Grant Nos.61922087,61906201,and 62006238)。
Physics-informed neural networks(PINNs)have become an attractive machine learning framework for obtaining solutions to partial differential equations(PDEs).PINNs embed initial,boundary,and PDE constraints into the los...
关键词:partial differential equation physics-informed neural networks residual-based adaptive sampling temporal causality 
View of thermodynamic phase transition of the charged Gauss-Bonnet AdS black hole via the shadow
《Chinese Physics B》2024年第4期355-362,共8页何柯腱 郭森 罗智 李国平 
Project supported by the National Natural Science Foundation of China (Grant No.11903025);the starting fund of China West Normal University (Grant No.18Q062);the Sichuan Youth Science and Technology Innovation Research Team (Grant No.21CXTD0038);the Chongqing Science and Technology Bureau (Grant No.cstc2022ycjh-bgzxm0161);the Natural Science Foundation of Sichuan Province (Grant No.2022NSFSC1833)。
We examine thermodynamic phase transition(PT)of the charged Gauss-Bonnet Ad S black hole(BH)by utilizing the shadow radius.In this system,we rescale the corresponding Gauss-Bonnet coefficientαby a factor of 1/(D-4),a...
关键词:Gauss-Bonnet AdS black hole thermodynamic SHADOW 
MetaPINNs:Predicting soliton and rogue wave of nonlinear PDEs via the improved physics-informed neural networks based on meta-learned optimization
《Chinese Physics B》2024年第2期96-107,共12页郭亚楠 曹小群 宋君强 冷洪泽 
Project supported by the National Natural Science Foundation of China(Grant Nos.42005003 and 41475094).
Efficiently solving partial differential equations(PDEs)is a long-standing challenge in mathematics and physics research.In recent years,the rapid development of artificial intelligence technology has brought deep lea...
关键词:physics-informed neural networks gradient-enhanced loss function meta-learned optimization nonlinear science 
Elemental composition x-ray fluorescence analysis with a TES-based high-resolution x-ray spectrometer
《Chinese Physics B》2023年第9期67-73,共7页吴秉骏 夏经铠 张硕 傅强 章辉 谢晓明 刘志 
the National Major Scientific Research Instrument Development Project(Grant No.11927805);the National Key Research and Development Program of China(Grant No.2022YFF0608303);the NSFC Young Scientists Fund(Grant No.12005134);the Shanghai-XFEL Beamline Project(SBP)(Grant No.31011505505885920161A2101001);the Shanghai Municipal Science and Technology Major Project(Grant No.2017SHZDZX02)。
The accurate analysis of the elemental composition plays a crucial role in the research of functional materials.The emitting characteristic x-ray fluorescence(XRF)photons can be used for precisely discriminating the s...
关键词:x-ray emission spectra and fluorescence superconducting transition-edge sensor rare earth elements chemical composition analysis 
Meshfree-based physics-informed neural networks for the unsteady Oseen equations
《Chinese Physics B》2023年第4期151-159,共9页彭珂依 岳靖 张文 李剑 
Project supported in part by the National Natural Science Foundation of China(Grant No.11771259);Shaanxi Provincial Joint Laboratory of Artificial Intelligence(GrantNo.2022JCSYS05);Innovative Team Project of Shaanxi Provincial Department of Education(Grant No.21JP013);Shaanxi Provincial Social Science Fund Annual Project(Grant No.2022D332)。
We propose the meshfree-based physics-informed neural networks for solving the unsteady Oseen equations.Firstly,based on the ideas of meshfree and small sample learning,we only randomly select a small number of spatio...
关键词:physics-informed neural networks the unsteady Oseen equation convergence small sample learning 
High performance SiC trench-type MOSFET with an integrated MOS-channel diode被引量:2
《Chinese Physics B》2023年第2期519-524,共6页魏杰 姜钦峰 罗小蓉 黄俊岳 杨可萌 马臻 方健 杨霏 
the support by the Science & Technology Program (High voltage and high power SiC material, devices and the application demonstration in power electronic transformers) of the State Grid Corporation of China Co. Ltd.;supported by the National Key Research and Development Program of China (Grant No. 2016YFB0400502)。
A novel SiC double-trench metal-oxide-semiconductor field effect transistor(MOSFET) with integrated MOS-channel diode is proposed and investigated by Sentaurus TCAD simulation. The new SiC MOSFET has a trench gate and...
关键词:SiC MOSFET bipolar degradation MOS-channel diode reverse recovery 
A modified heuristics-based model for simulating realistic pedestrian movement behavior
《Chinese Physics B》2022年第9期362-370,共9页Wei-Li Wang Hai-Cheng Li Jia-Yu Rong Qin-Qin Fan Xin Han Bei-Hua Cong 
Project supported by the National Natural Science Foundation of China(Grant No.71904116);the Fund from the Shanghai Science and Technology Commission,China(Grant No.19DZ1209600).
Pedestrian movement simulation models are used in various areas,such as building evacuation,transportation engi-neering,and safety management of large events.It also provides effective means to uncover underlying mech...
关键词:heuristics-based model lane formation pedestrian flow potential collisions 
Temporal response of laminated graded-bandgap GaAs-based photocathode with distributed Bragg reflection structure:Model and simulation
《Chinese Physics B》2022年第9期628-635,共8页Zi-Heng Wang Yi-Jun Zhang Shi-Man Li Shan Li Jing-Jing Zhan Yun-Sheng Qian Feng Shi Hong-Chang Cheng Gang-Cheng Jiao Yu-Gang Zeng 
Project supported by the National Natural Science Foundation of China(Grant Nos.U2141239 and 61771245);the Fund from the Science and Technology on Low-Light-Level Night Vision Laboratory of China(Grant No.J20200102).
To describe the dynamic response characteristics of the laminated graded-bandgap GaAs-based photocathode with distributed Bragg reflection structure,a general theoretical temporal response model is deduced by combinin...
关键词:temporal response GaAs-based photocathode distribution Bragg reflection graded-bandgap 
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