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(Ultra-)Wide-Bandgap Heterogeneous Superjunction: Design, Performance Limit, and Experimental Demonstration (超)宽带隙异质超结:设计、性能极限和实验演示
IF 2.9 2区 工程技术 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2024-11-18 DOI: 10.1109/TED.2024.3493058
Yuan Qin;Yunwei Ma;Ming Xiao;Matthew Porter;Florin Udrea;Han Wang;Yuhao Zhang
Superjunction (SJ) breaks the performance limit of conventional power devices via multidimensional electrostatic engineering. Following a commercial success in Si, it has been recently demonstrated in wide bandgap (WBG) and ultra-WBG (UWBG) semiconductors, including SiC, GaN, and Ga2O3. Different from the legacy SJ design based on native p-n junctions, the vertical SJ devices reported in GaN and Ga2O3 were built on heterogenous junctions that comprise a foreign p-type material. This hetero-SJ is particularly promising for UWBG materials, in which bipolar doping is difficult. Here, we comprehensively discuss the performance limit, design, and characteristics of the emerging hetero-SJ devices. After a generic performance limit analysis, we use the UWBG Ga2O3/NiO SJ diode as an example to showcase the design guideline, fabrication, and performance of hetero-SJ devices. The emphasis is placed on a self-align process to deposit p-NiO around n-Ga2O3 pillars and the impact of the p-NiO thickness inhomogeneity on the device breakdown voltage (BV). Such process and device physics are uniquely relevant to hetero-SJ devices. The fabricated SJ diode achieves a BV over 2 kV and a specific on-resistance of 0.7 m $Omega cdot text {cm}^{{2}}$ , the tradeoff of which is among the best in kilovolt Schottky barrier diodes (SBDs). These results provide key references for the future development of hetero-SJ devices in diverse material systems.
超结(Superjunction, SJ)通过多维静电工程突破了传统功率器件的性能极限。在Si领域取得商业成功后,该技术最近又被用于宽带隙(WBG)和超宽带隙(UWBG)半导体领域,包括SiC、GaN和Ga2O3。与传统的基于原生p-n结的SJ设计不同,在GaN和Ga2O3中报道的垂直SJ器件建立在由外来p型材料组成的异质结上。这种异质sj特别有希望用于双极掺杂困难的UWBG材料。在这里,我们全面讨论了新兴的异质sj器件的性能限制、设计和特点。在一般的性能极限分析之后,我们以UWBG Ga2O3/NiO SJ二极管为例,展示了异质SJ器件的设计指南、制造和性能。重点研究了在n-Ga2O3柱周围沉积p-NiO的自对准工艺,以及p-NiO厚度不均匀性对器件击穿电压(BV)的影响。这样的过程和器件物理与异质sj器件是唯一相关的。所制备的SJ二极管的BV超过2kv,比导通电阻为0.7 m $Omega cdot text {cm}^{{2}}$,其折衷性在千伏肖特基势垒二极管(sdd)中名列前茅。这些结果为今后在不同材料体系中发展异质sj器件提供了重要参考。
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引用次数: 0
A Megawatt-Level Cusp Gun With Low Velocity Spread for W-Band Helical Gyro-TWT 用于w波段螺旋陀螺行波管的兆瓦级低速扩散尖端炮
IF 2.9 2区 工程技术 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2024-11-18 DOI: 10.1109/TED.2024.3492169
S. V. Samsonov;I. G. Gachev;E. I. Demikhov;V. V. Lysenko
A cusp gun has been designed for a high-power W-band gyrotron traveling-wave tube (gyro-TWT) with a helically corrugated waveguide operating at the second harmonic of the cyclotron frequency in a magnetic field of about 2 T. According to simulations performed using various software tools, the elaborated gun enables the generation of an axis-encircling electron beam with an energy of 90 keV, a pitch factor of 1.2, and a velocity spread of less than 6% at beam currents ranging from 10 to 15 A. A high beam current is achieved at a moderate cathode loading of 5 A/cm2 due to a very wide emitting ring with a radial width of 46% of its mean radius. In the case of ideal axial symmetry, the spread of transverse velocities can be as small as 2%, owing to the positive impact of space-charge forces.
尖端枪被设计为高功率w频段振动陀螺仪行波光管与螺旋波纹波导的操作(gyro-TWT)的二次谐波磁场的回旋频率约2 t .根据模拟执行使用各种软件工具,阐述了枪使的一代axis-encircling电子束能量90 keV,螺距1.2倍,低于6%的速度传播束电流从10到15。由于极宽的发射环径向宽度为其平均半径的46%,因此在5 A/cm2的中等阴极负载下实现了高光束电流。在理想轴对称的情况下,由于空间电荷力的积极影响,横向速度的传播可以小到2%。
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引用次数: 0
A 2D-MoS2-Based Thin-Film Transistor for Trace-Level SO2 Monitoring 用于痕量二氧化硫监测的2d - mos2薄膜晶体管
IF 2.9 2区 工程技术 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2024-11-18 DOI: 10.1109/TED.2024.3492155
Sukanya Mahalik;K Akshay;Sayan Dey
An unconventional MoS2/MoO3 back-gated junctionless thin-film transistor (TFT) was proposed and experimentally demonstrated for highly selective trace-level sulfur dioxide (SO2) detection at room temperature. Few layered MoS2 nanoflakes were synthesized by a sonication-assisted liquid exfoliation technique of bulk MoS2, while MoO3 layer was formed by sustained calcination of exfoliated MoS2 flakes. The as-fabricated device was exposed to calculated amounts (680–800 ppb) of SO2 gas, and its sensing performance was studied. It was found that the response of the device can be enhanced by tuning the gate to source voltage, ${V} _{text {GS}}$ . A physics-based model was derived to predict the effect of ${V} _{text {GS}}$ on the output characteristics of the device and was validated by well-calibrated TCAD simulation deck. For 800-ppb SO2, the device showed the maximum ${R} =1.316$ with response ( ${t} _{r}$ ) and recovery ( ${t} _{s}$ ) times of 229 and 112 s, respectively, under an optimized ${V} _{text {GS}} =5$ V at ${V} _{text {DS}} =10$ V. It was found to be highly selective toward SO2 over other chemically comparable gases (i.e., NO2, NO, Ethanol, 2-propanol, CO2, and so on) under the same bias voltages with good stability and reproducibility. The ultrahigh selectivity was observed to be specific toward the gases showing redox properties in comparison with purely oxidizing and reducing ones, and the physics of the same was adequately explained through the model. Hence, the proposed device could be a viable alternative to its conventional counterparts as an efficient CMOS integrable ultrasensitive SO2 sensor.
研究人员提出了一种非常规的 MoS2/MoO3 背栅极无结薄膜晶体管 (TFT),并通过实验证明这种薄膜晶体管可在室温下进行高选择性痕量二氧化硫 (SO2) 检测。通过超声辅助液体剥离技术合成了少量层状 MoS2 纳米片,而 MoO3 层则是通过持续煅烧剥离的 MoS2 片形成的。将制成的装置暴露在计算量(680-800 ppb)的二氧化硫气体中,研究了其传感性能。研究发现,通过调整栅极到源极的电压 ${V} 可以增强器件的响应。_{text {GS}}$ 。为了预测 ${V} _{text {GS}}$ 的影响,我们推导出了一个基于物理学的模型。V} _{text {GS}}$ 对器件输出特性的影响,并通过校准良好的 TCAD 仿真甲板进行了验证。对于 800ppb SO2,在优化的 ${V} _{text {GS}$ 条件下,该装置显示出最大的 ${R} =1.316$,响应时间(${t} _{r}$ )和恢复时间(${t} _{s}$ )分别为 229 秒和 112 秒。_{text {GS}} =5$ V,在 ${V} 条件下在相同的偏置电压下,它对二氧化硫的选择性高于其他化学性质相似的气体(如二氧化氮、一氧化氮、乙醇、2-丙醇、二氧化碳等),且具有良好的稳定性和可重复性。与纯氧化性和还原性气体相比,该装置对具有氧化还原特性的气体具有超高的选择性。因此,作为一种高效的 CMOS 可集成超灵敏二氧化硫传感器,所提出的器件可以替代传统的同类器件。
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引用次数: 0
High-Accuracy Thermal Resistance Measurement Method for GaN HEMTs Based on Harmonic Pulsewidth Subthreshold 基于谐波脉宽亚阈值的GaN hemt高精度热阻测量方法
IF 2.9 2区 工程技术 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2024-11-15 DOI: 10.1109/TED.2024.3493062
Ningyu Luo;Huiqing Wen;Wen Liu;Lin Jiang
The study on the junction temperature and thermal resistance of gallium nitride (GaN) high electron mobility transistors (HEMTs) becomes essential in order to ensure high operating reliability. Among different categories of thermal resistance measurement methods, the temperature-sensitive electrical parameter (TSEP) method exhibits unique advantages in terms of online implementation, accuracy, and applicability. After reviewing current TSEP methods for GaN HEMTs, this article proposes a high-accuracy thermal resistance measurement method for GaN HEMTs based on a heating power modulation strategy, which is named the harmonic pulsewidth subthreshold (HPWS) method. Specifically, the sensitive linear correlation between the subthreshold swing (SS) of GaN HEMTs and temperature will be utilized, and the turn-off transients of the heating power signal will be sampled to extract the thermal resistance through frequency-domain scanning of the heating signal modulation. Thus, the proposed HPWS method can filter out negative effects caused by case temperature fluctuations and the measurement impulse signal delay, which can minimize possible errors caused by nonlinearity or low sensitivity. An experimental comparison of the proposed method with two classical methods was conducted. Main experimental comparison results of the relationship between GaN HEMT thermal resistance and drain current were also introduced. The experimental results indicated that the differences between the proposed method and two classical methods at all various drain current conditions were less than 2%. Besides, a systematic analysis was conducted on main factors determining the accuracy of the thermal resistance measurement for GaN HEMTs.
氮化镓(GaN)高电子迁移率晶体管(hemt)的结温和热阻研究是保证其高工作可靠性的必要条件。在不同类型的热阻测量方法中,温度敏感电参数(TSEP)方法在在线实现、准确性和适用性方面具有独特的优势。本文在回顾现有GaN hemt TSEP测量方法的基础上,提出了一种基于加热功率调制策略的GaN hemt高精度热阻测量方法——谐波脉宽亚阈值法(HPWS)。具体而言,利用GaN hemt的亚阈值摆幅(SS)与温度之间的敏感线性相关性,对加热功率信号的关断瞬态进行采样,通过对加热信号调制的频域扫描提取热阻。因此,所提出的HPWS方法可以滤除壳体温度波动和测量脉冲信号延迟带来的负面影响,最大限度地减少非线性或低灵敏度带来的误差。将该方法与两种经典方法进行了实验比较。介绍了GaN HEMT热阻与漏极电流关系的主要实验比较结果。实验结果表明,在各种漏极电流条件下,该方法与两种经典方法的误差均小于2%。此外,对影响GaN hemt热阻测量精度的主要因素进行了系统分析。
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引用次数: 0
Improvement of Memory Window of Silicon Channel Hf₀.₅Zr₀.₅O₂ FeFET by Inserting Al₂O₃/HfO₂/Al₂O₃ Top Interlayer 硅沟道Hf 0 .₅Zr 0存储窗口的改进。通过插入Al₂O₃/HfO₂/Al₂O₃顶层夹层₅O₂FeFET
IF 2.9 2区 工程技术 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2024-11-15 DOI: 10.1109/TED.2024.3489595
Runhao Han;Tao Hu;Jia Yang;Mingkai Bai;Yajing Ding;Xianzhou Shao;Saifei Dai;Xiaoqing Sun;Junshuai Chai;Hao Xu;Kai Han;Xiaolei Wang;Wenwu Wang;Tianchun Ye
In this work, we propose a gate structure to enhance the memory window (MW) of Si-channel Hf0.5Zr0.5O2 FeFETs. We achieve an MW of 10.04 V by inserting an Al2O3/HfO2/Al2O3 (AHA) top dielectric interlayer between the ferroelectric Hf0.5Zr0.5O2 layer and the metal gate, where the gate-stack thickness is 14.8 nm. The physical origin is that the Al2O3/HfO2, HfO2/Al2O3, and Al2O3/Hf0.5Zr0.5O2 interfaces can trap charges from the metal gate, contributing to the MW enhancement. This AHA top dielectric multilayer effectively suppresses charge loss compared with a single Al2O3 top dielectric interlayer. Moreover, the de-trapping of charges injected from the metal gate is the primary factor for the degradation of the MW in this structure. Our work provides a guide for improving the MW of FeFET.
在这项工作中,我们提出了一种栅极结构来提高硅沟道ffet的记忆窗口(MW)。通过在铁电层Hf0.5Zr0.5O2和金属栅极之间插入Al2O3/HfO2/Al2O3 (AHA)顶层介电层,栅极层厚度为14.8 nm,实现了10.04 V的MW。物理原因是Al2O3/HfO2、HfO2/Al2O3和Al2O3/Hf0.5Zr0.5O2界面可以捕获来自金属栅极的电荷,有助于MW增强。与单一Al2O3顶层介电层相比,AHA顶层介电层有效地抑制了电荷损失。此外,从金属栅注入的电荷的释放是该结构中MW退化的主要因素。本文的工作对提高效应场效应管的功率具有一定的指导意义。
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引用次数: 0
Comparison of Single-Event Transient Under Heavy Ion and Pulsed Laser Irradiation in SiGe HBT Ultrawideband LNA 重离子和脉冲激光辐照下SiGe HBT超宽带LNA单事件瞬态的比较
IF 2.9 2区 工程技术 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2024-11-14 DOI: 10.1109/TED.2024.3493068
Xiaoyu Pan;Jinxin Zhang;Xin Wang;Fei Guo;Dongning Hao;Hongxia Guo;Yahui Feng;Yijun Cui;Weiqiang Liu
This article presents a comprehensive study of single-event effects (SEEs) in a three-stage Silicon Germanium heterojunction bipolar transistors (SiGe HBTs)-based ultrawideband low-noise amplifier (UWB LNA) under heavy ion and pulsed laser irradiation. The study aims to evaluate the circuit’s susceptibility to radiation-induced transients and compare the characteristics of single-event transients (SETs) induced by different irradiation methods. Utilizing single-photon absorption (SPA) laser microbeam testing, SET waveforms were captured at various amplifier stages, revealing stage-specific, frequency-dependent responses. This approach provided a novel method for localizing SET generation, which was validated by subsequent heavy-ion broad beam experiments. Joint device- and circuit-level simulations were performed to investigate the underlying mechanisms, offering insights into the impact of interstage compensation on performance degradation and uncovering SET propagation dynamics within the three-stage UWB LNA. The results show that combining heavy ion and pulsed laser irradiation enables a more comprehensive understanding of SEE behavior in UWB LNAs, offering valuable implications for the design of radiation-hardened circuits in space applications. The experimental and simulation methods outlined in this article can be extended to SET studies in other RF integrated circuits (RF ICs).
本文研究了基于硅锗异质结双极晶体管(SiGe HBTs)的三级超宽带低噪声放大器(UWB LNA)在重离子和脉冲激光照射下的单事件效应。本研究旨在评估电路对辐射诱发瞬态的敏感性,并比较不同辐照方法引起的单事件瞬态特性。利用单光子吸收(SPA)激光微束测试,在不同的放大器级捕获了SET波形,揭示了特定级的频率相关响应。该方法提供了一种定位SET生成的新方法,并在随后的重离子宽束实验中得到了验证。通过器件级和电路级的联合模拟,研究了潜在的机制,深入了解了级间补偿对性能下降的影响,并揭示了三级UWB LNA中的SET传播动态。结果表明,结合重离子和脉冲激光照射可以更全面地了解UWB LNAs中的SEE行为,为空间应用中抗辐射电路的设计提供了有价值的启示。本文概述的实验和仿真方法可以扩展到其他射频集成电路(RF ic)的SET研究中。
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引用次数: 0
Design of a GaAs Photoconductive Semiconductor Switch for Reliable Triggering of a Gas Switch 可靠触发气体开关的砷化镓光导半导体开关设计
IF 2.9 2区 工程技术 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2024-11-14 DOI: 10.1109/TED.2024.3493061
Long Hu;Li Zhu;Xiangrui Bu;Jia Huang;Qiqi Li;Xin Li;Weihua Liu;Chuanyu Han
A novel photoconductive semiconductor switch (PCSS) with a field-shielding conductor was designed to homogenize the electric field at the electrode edge, thereby enabling reliable triggering of a high-voltage gas switch. The structure of the field-shielding conductor incorporated PCSS (Con-PCSS) was optimized by simulating the electrostatic field. The results indicated that a significant electric field enhancement appeared at the electrode edge of the pristine PCSS (P-PCSS), causing device failure, whereas the electric field distribution in the Con-PCSS was relatively uniform. Compared to the P-PCSS, the Con-PCSS demonstrated superior performance with a higher withstanding voltage and lower dark current. It was found experimentally that the Con-PCSS exhibited nearly stable current and weak damage over 10 000 shots, whereas the P-PCSS exhibited current decay and severe damage after only 4000 shots. Additionally, a ±80-kV gas switch integrated with the Con-PCSS was successfully triggered by a low-energy fiber, showing a stable switching delay time over 8000 continuous shots.
设计了一种具有场屏蔽导体的新型光导半导体开关(PCSS),使电极边缘的电场均匀化,从而能够可靠地触发高压气体开关。通过模拟静电场,优化了含PCSS的场屏蔽导体(Con-PCSS)的结构。结果表明,原始PCSS (P-PCSS)电极边缘出现明显的电场增强,导致器件失效,而Con-PCSS中电场分布相对均匀。与P-PCSS相比,Con-PCSS具有更高的耐压和更低的暗电流。实验发现,Con-PCSS在1万次射击后电流基本稳定,损伤较弱,而P-PCSS在4000次射击后电流衰减,损伤较严重。此外,与Con-PCSS集成的±80 kv气体开关通过低能光纤成功触发,显示出超过8000次连续射击的稳定开关延迟时间。
{"title":"Design of a GaAs Photoconductive Semiconductor Switch for Reliable Triggering of a Gas Switch","authors":"Long Hu;Li Zhu;Xiangrui Bu;Jia Huang;Qiqi Li;Xin Li;Weihua Liu;Chuanyu Han","doi":"10.1109/TED.2024.3493061","DOIUrl":"https://doi.org/10.1109/TED.2024.3493061","url":null,"abstract":"A novel photoconductive semiconductor switch (PCSS) with a field-shielding conductor was designed to homogenize the electric field at the electrode edge, thereby enabling reliable triggering of a high-voltage gas switch. The structure of the field-shielding conductor incorporated PCSS (Con-PCSS) was optimized by simulating the electrostatic field. The results indicated that a significant electric field enhancement appeared at the electrode edge of the pristine PCSS (P-PCSS), causing device failure, whereas the electric field distribution in the Con-PCSS was relatively uniform. Compared to the P-PCSS, the Con-PCSS demonstrated superior performance with a higher withstanding voltage and lower dark current. It was found experimentally that the Con-PCSS exhibited nearly stable current and weak damage over 10 000 shots, whereas the P-PCSS exhibited current decay and severe damage after only 4000 shots. Additionally, a ±80-kV gas switch integrated with the Con-PCSS was successfully triggered by a low-energy fiber, showing a stable switching delay time over 8000 continuous shots.","PeriodicalId":13092,"journal":{"name":"IEEE Transactions on Electron Devices","volume":"72 1","pages":"104-110"},"PeriodicalIF":2.9,"publicationDate":"2024-11-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142918257","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Asymmetric and Symmetric Single-Pole Double-Throw With Improved Power Handling Using Indirectly Heated Phase-Change Switches 使用间接加热相变开关改进功率处理的非对称和对称单极双掷
IF 2.9 2区 工程技术 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2024-11-14 DOI: 10.1109/TED.2024.3492136
Nicolás Wainstein;Ami Orren;Rivka-Galya Nir-Harwood;Eilam Yalon;Shahar Kvatinsky
Four-terminal indirectly heated phase-change switches (IPCSs) have emerged as excellent candidates for radio-frequency integrated circuit (RFIC) applications due to their state-of-the-art cutoff frequency, nonvolatility, CMOS compatibility, and exceptional linearity. However, IPCS performance is limited by relatively low-power handling capabilities in the off-state, limited by the Ovonic threshold switching (OTS) phenomenon. In this article, we propose the use of a quad configuration consisting of two series-connected IPCS in parallel with another two series-connected IPCS. This series connection increases the effective threshold voltage, thereby enhancing power handling compared to a single device. We experimentally demonstrate the implementation of this quad configuration in asymmetric and symmetric single-pole double-throw (SPDT) switches. Fabricated using an in-house process, these designs achieve an insertion loss (IL) below 0.8 dB and isolation higher than 17 dB within the dc-15 GHz frequency band. Furthermore, we explore techniques, such as reducing the probing pads and series-shunt configuration, to boost isolation beyond 30 dB. Thanks to the quad configuration, the threshold voltage increases from 5 to 13.5 V, predicatively enabling power handling above 35 dBm.
四端间接加热相变开关(IPCSs)由于其最先进的截止频率、非易失性、CMOS兼容性和卓越的线性性,已成为射频集成电路(RFIC)应用的优秀候选者。然而,IPCS的性能受到关闭状态下相对低功耗处理能力的限制,受到Ovonic阈值开关(OTS)现象的限制。在本文中,我们建议使用由两个串联IPCS与另外两个串联IPCS并联组成的四组配置。这种串联连接增加了有效阈值电压,从而提高了与单个设备相比的功率处理能力。我们通过实验证明了在非对称和对称单极双掷(SPDT)开关中实现这种四组配置。这些设计采用内部工艺制造,在dc- 15ghz频段内实现了低于0.8 dB的插入损耗(IL)和高于17 dB的隔离。此外,我们还探索了一些技术,例如减少探测垫和串联分流配置,以将隔离度提高到30 dB以上。得益于四组配置,阈值电压从5 V增加到13.5 V,可预测功率处理高于35 dBm。
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引用次数: 0
Application of Electron Beam Modulated Emission in a Novel Low Magnetic Field, High-Efficiency Q-Band Transit-Time Oscillator 电子束调制发射在新型低磁场、高效率q波段跃迁时间振荡器中的应用
IF 2.9 2区 工程技术 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2024-11-14 DOI: 10.1109/TED.2024.3492146
Zulong Chen;Lei Wang;Junpu Ling;Lili Song;Juntao He;Jiawen Li
A novel method to realize modulated emission and transmission in the diode region is proposed to improve beam-wave interaction for high output power and conversion efficiency. Microwave energy leaked into the diode is utilized to form a modulated electromagnetic field to modulate the emission and transmission of the electron beam. This mechanism is conducive to achieving better modulation effects of electron beam and suppressing competitive modes through the resonant frequency component of initial current modulation. A low magnetic field (0.7 T) Q-band relativistic coaxial transit time oscillator (RCTTO) is designed with this mechanism to obtain a microwave power of 337 MW, under the diode voltage of 396 kV and current of 1.98 kA. Compared with an RCTTO with a normal emission mechanism, the conversion efficiency increases from 21.3% to 43%.
为了提高输出功率和转换效率,提出了一种在二极管区域实现调制发射和传输的新方法。利用泄漏到二极管中的微波能量形成调制电磁场来调制电子束的发射和传输。该机制有利于通过初始电流调制的谐振频率分量获得更好的电子束调制效果和抑制竞争模式。利用该机构设计了一个低磁场(0.7 T) q波段相对论性同轴传输时间振荡器(RCTTO),在二极管电压为396 kV、电流为1.98 kA的条件下获得了337 MW的微波功率。与普通发射机制的RCTTO相比,转换效率从21.3%提高到43%。
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引用次数: 0
Graph Attention Network-Based Unified TCAD Modeling Enabling Fast Design Technology Co-Optimization Through Transfer Learning 基于图注意网络的统一TCAD建模,通过迁移学习实现快速设计技术协同优化
IF 2.9 2区 工程技术 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2024-11-14 DOI: 10.1109/TED.2024.3493854
Guangxi Fan;Tianliang Ma;Xuguang Sun;Leilai Shao;Kain Lu Low
An innovative framework that leverages artificial intelligence (AI) and graph representation for semiconductor device encoding in TCAD device simulation is proposed. A graph-based universal encoding scheme is presented that incorporates material-level and device-level embeddings, along with a novel spatial relationship embedding inspired by finite element meshing interpolation operations. This encoding approach seamlessly accommodates the unstructured mesh features of TCAD simulator, providing a standardized method for device representation, akin to modeling transistor as a graph, reminiscent of the unified representations commonly used in computer vision (CV) and natural language processing (NLP). The framework enables comprehensive data-driven modeling by employing a novel graph attention network with skip connections, referred to as RelGAT. This network is used to construct an end-to-end surrogate model, performing node-level potential emulation and graph-level current-voltage (I–V) prediction. Furthermore, this framework is effectively integrated into a design technology co-optimization (DTCO) flow for carbon nanotube (CNT)-based emerging technology through transfer learning, facilitating early-stage evaluations of new processes and reducing the computational cost. Comprehensive technical details based on the device simulator Sentaurus TCAD are presented, empowering researchers to adopt the proposed AI-driven electronic design automation (EDA) solution at the device level.
本文提出了一个创新框架,利用人工智能(AI)和图形表示法对 TCAD 器件仿真中的半导体器件进行编码。本文提出了一种基于图的通用编码方案,该方案结合了材料级和器件级嵌入,以及受有限元网格插值操作启发的新型空间关系嵌入。这种编码方法能无缝地适应 TCAD 模拟器的非结构网格特征,为器件表示提供了一种标准化方法,类似于将晶体管建模为图形,让人联想到计算机视觉(CV)和自然语言处理(NLP)中常用的统一表示法。该框架通过采用具有跳转连接的新型图注意网络(称为 RelGAT),实现了全面的数据驱动建模。该网络用于构建端到端代理模型,执行节点级电位仿真和图级电流电压(I-V)预测。此外,通过迁移学习,该框架被有效集成到基于碳纳米管(CNT)的新兴技术的设计技术协同优化(DTCO)流程中,从而促进了新工艺的早期评估并降低了计算成本。本文介绍了基于器件模拟器 Sentaurus TCAD 的全面技术细节,使研究人员能够在器件级采用所提出的人工智能驱动的电子设计自动化(EDA)解决方案。
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引用次数: 0
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IEEE Transactions on Electron Devices
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