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2020 International Conference on Simulation of Semiconductor Processes and Devices (SISPAD)最新文献

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L-UTSOI: A compact model for low-power analog and digital applications in FDSOI technology L-UTSOI:用于FDSOI技术中低功耗模拟和数字应用的紧凑型模型
Pub Date : 2020-09-23 DOI: 10.23919/SISPAD49475.2020.9241684
S. Martinie, O. Rozeau, T. Poiroux, P. Scheer, Salim El Ghouli, Mihyun Kang, A. Juge, Harrison Lee
With the maturity of CMOS technologies and their use for low power various analog and digital applications, some additional effects must be modeled or enhanced to improve the accuracy of SPICE models. Indeed, with the decrease of supply voltages/currents and the use of the back bias in Fully-Depleted Silicon On Insulator (FDSOI) technologies, the devices operate close to the weak-moderate inversion, where gm/Id Figure is impacted by effects like the depletion of source/drain electrodes and the parasitic currents such as Impact ionization current in moderate inver-sion and Gate Leakage current in weak inversion, can have a significant impact on the model accuracy. This paper describes the latest significant improvements of L-UTSOI model (formerly Leti-UTSOI) related to version 102.4. These model extensions are validated against Silicon experimental data.
随着CMOS技术的成熟及其在低功耗各种模拟和数字应用中的应用,必须对一些附加效应进行建模或增强以提高SPICE模型的精度。事实上,随着电源电压/电流的降低以及在完全耗尽的绝缘体上硅(FDSOI)技术中使用反偏置,器件工作接近弱-中等反转,其中gm/Id图受到源极/漏极耗尽和寄生电流(如中等反转中的冲击电离电流和弱反转中的栅漏电流)等效应的影响,可能对模型精度产生重大影响。本文描述了L-UTSOI模型(原Leti-UTSOI)与102.4版本相关的最新重大改进。这些模型扩展通过硅实验数据进行了验证。
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引用次数: 1
Real-Time TCAD: a new paradigm for TCAD in the artificial intelligence era 实时TCAD:人工智能时代TCAD的新范式
Pub Date : 2020-09-23 DOI: 10.23919/SISPAD49475.2020.9241622
Sanghoon Myung, Jinwoo Kim, Yongwoo Jeon, Wonik Jang, I. Huh, Jaemin Kim, Songyi Han, K. Baek, Jisu Ryu, Yoon-suk Kim, Jiseong Doh, Jae-ho Kim, C. Jeong, Daesin Kim
This paper presents a novel approach to enable real-time device simulation and optimization. State-of-the-art algorithms which can describe semiconductor domain are adopted to train deep learning models whose input and output are process condition and doping profile / electrical characteristic, respectively. Our framework enables to update automatically deep learning models by estimating the uncertainty of the model prediction. Our Real-Time TCAD framework is validated on 130nm processes for display driver integration circuit (DDI), and 1) prediction time was 530,000 times faster than conventional TCAD, and time spent for process optimization was reduced by 300,000 times compared to human expert, 2) the model achieved average accuracy of 99% compared to TCAD simulation results, and thus, 3) process development time for DDI was reduced by 8 weeks.
本文提出了一种实现器件实时仿真和优化的新方法。采用最先进的描述半导体领域的算法训练深度学习模型,其输入和输出分别为工艺条件和掺杂谱/电特性。我们的框架能够通过估计模型预测的不确定性来自动更新深度学习模型。我们的实时TCAD框架在显示驱动集成电路(DDI)的130nm工艺上进行了验证,1)预测时间比传统TCAD快53万倍,工艺优化时间比人类专家缩短了30万倍,2)与TCAD仿真结果相比,模型的平均精度达到99%,因此,3)DDI的工艺开发时间缩短了8周。
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引用次数: 11
SISPAD 2020 Commentary SISPAD 2020评论
Pub Date : 2020-09-23 DOI: 10.23919/sispad49475.2020.9241617
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引用次数: 0
Effects of the Dielectric Environment on Electronic Transport in Monolayer MoS2: Screening and Remote Phonon Scattering 介电环境对单层二硫化钼中电子输运的影响:筛选和远程声子散射
Pub Date : 2020-09-23 DOI: 10.23919/SISPAD49475.2020.9241676
M. L. Van de Put, G. Gaddemane, Sanjay Gopalan, M. Fischetti
We investigate theoretically the impact of the dielectric environment on electronic transport in monolayer MoS2. In particular, we extend our first-principles Monte Carlo method to account for the screening of the electron-phonon interaction by the free carriers in the layer and the dielectric environment. In addition, we include the effect of remote-phonon scattering induced by the surrounding dielectrics. For monolayer MoS2 on various dielectric substrates, we find that screening could improve the mobility significantly, but the inclusion of remote-phonon scattering degrades the mobility below its free-standing value. In our model, the introduction of gates in a dual-gate configuration does not appreciably decrease the remote-phonon interaction as it does in inversion layers or thicker films. However, for a double-gate field-effect transistor, we still obtain reasonable transport characteristics.
我们从理论上研究了介电环境对单层二硫化钼中电子输运的影响。特别地,我们扩展了我们的第一原理蒙特卡罗方法,以解释层和介电环境中自由载流子对电子-声子相互作用的筛选。此外,我们还考虑了由周围介质引起的远声子散射的影响。对于不同介电基质上的单层MoS2,我们发现筛选可以显著提高迁移率,但包含远声子散射会使迁移率降低到低于其独立值。在我们的模型中,在双栅极配置中引入栅极并不会像在反转层或更厚的薄膜中那样明显地减少远程声子相互作用。然而,对于双栅场效应晶体管,我们仍然获得了合理的输运特性。
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引用次数: 3
Verilog-A model for avalanche dynamics and quenching in Single-Photon Avalanche Diodes Verilog-A单光子雪崩二极管雪崩动力学和猝灭模型
Pub Date : 2020-09-23 DOI: 10.23919/SISPAD49475.2020.9241648
Y. Oussaiti, D. Rideau, J. Manouvrier, V. Quenette, B. Mamdy, C. Buj, J. Grebot, H. Wehbe-Alause, A. Lopez, G. Mugny, M. Agnew, E. Lacombe, M. Pala, P. Dollfus
We present a Verilog-A model accounting for the temporal avalanche buildup and its statistics in Single-Photon Avalanche Diodes (SPADs). This physics-based approach is compared to TCAD mixed-mode analyzing predictions, as well as measurements. The buildup that can be in the order of hundreds picoseconds, affects the statistical pulse width distribution, which is experimentally verified. Furthermore, we address in detail the voltage swing across the device during avalanche and its quenching, studying its impact on power consumption. This model can help a chip designer to optimize circuits for quenching the SPAD photodiode.
我们提出了一个Verilog-A模型,用于计算单光子雪崩二极管(SPADs)的时间雪崩积累及其统计。将这种基于物理的方法与TCAD混合模式分析预测和测量进行了比较。这种累积可以在数百皮秒的量级上,影响统计脉冲宽度分布,这是经过实验验证的。此外,我们还详细讨论了雪崩及其淬火过程中器件上的电压摆动,研究了其对功耗的影响。该模型可以帮助芯片设计人员优化SPAD光电二极管的淬火电路。
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引用次数: 4
Performance and Leakage Analysis of Si and Ge NWFETs Using a Combined Subband BTE and WKB Approach 基于子带BTE和WKB方法的Si和Ge nwfet性能和泄漏分析
Pub Date : 2020-09-23 DOI: 10.23919/SISPAD49475.2020.9241614
Z. Stanojević, G. Strof, Oskar Baumgartner, Gerhard Rzepa, M. Karner
We are the first to present a subband-BTE solver with a fully integrated source/drain-tunneling current calculation based on the WKB-approximation. The method is validated against ballistic NEGF calculations showing good agreement. An investigation of Si and Ge-based NWFETs is performed showing that intra-band source/drain-tunneling is not a concern for Si devices. For Ge-based PMOS devices however, tunneling leakage limits sensible $mathrm{L}_{mathrm{G}}-$scaling to around 20 nm.
我们是第一个提出基于wkb近似的完全集成源/漏极隧道电流计算的子带bte求解器。该方法与弹道NEGF计算结果吻合较好。对硅基和锗基nwfet的研究表明,带内源/漏极隧穿对硅器件来说不是一个问题。然而,对于基于ge的PMOS器件,隧道泄漏限制了合理的$ mathm {L}_{ mathm {G}}-$缩放到20 nm左右。
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引用次数: 3
Undoped SiGe material calibration for numerical nanosecond laser annealing simulations 数值纳秒激光退火模拟的未掺杂SiGe材料标定
Pub Date : 2020-09-23 DOI: 10.23919/SISPAD49475.2020.9241664
A. Royet, L. Dagault, S. Kerdilès, P. Alba, J. P. Barnes, Filadelfo Cristiano, Karim Huet
Physical parameters calibration (dielectric and alloy properties) of Si$_{1-X}$Gex alloys is presented in order to simulate the Ultra Violet-Nanosecond Laser Annealing (UV-NLA) of this material for Si/ Si$_{1-X}$Gex based MOS devices. Optical and physical parameters are extracted and modeled from experimental characterizations for several Ge concentrations and then fitted to match experimental laser annealing results. A good prediction, in terms of melt depth and melting duration, is achieved for different Ge concentrations between 20 and 40%, usually encountered in Si$_{1-X}$Gex CMOS integration process.
为了模拟Si/ Si$ {1-X}$Gex基MOS器件的紫外-纳秒激光退火(UV-NLA),提出了Si$ {1-X}$Gex合金的物理参数校准(介电性能和合金性能)。从实验表征中提取了几种锗浓度的光学和物理参数并建立了模型,然后进行拟合以匹配实验激光退火结果。在Si$ {1-X}$Gex CMOS集成工艺中,通常会遇到不同浓度的Ge,在20 ~ 40%之间,可以很好地预测熔体深度和熔体持续时间。
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引用次数: 0
First-principles study of dopant trap level and concentration in Si(110)/a-SiO2 interface Si(110)/a-SiO2界面中掺杂物陷阱水平和浓度的第一性原理研究
Pub Date : 2020-09-23 DOI: 10.23919/SISPAD49475.2020.9241668
Gijae Kang, Joohyun Jeon, Junsoo Kim, H. Ahn, I. Jang, D. Kim
We investigate the dopant trap level and equilibrium concentration of Si(110)/a-SiO2 2 interface with a wide variety of dopants (B, C, N, Br, Cl, F and H). The electronic and atomic properties of intrinsic and extrinsic defects are analyzed using First-principles calculation. It is shown that the average trap levels for hole and electron deepen as the electronegativity of the dopant increases. Also, we applied a simple thermodynamic model to evaluate the equilibrium concentration of active trap as a function of dopant concentration at the interface. From the model it turns out that H and F completely passivate the intrinsic Pb center of Si and reduce the trap concentration, while other elements, especially N, Br and Cl, induces new trap states which amounts to several times more than the pre-existing Pb center.
我们研究了掺杂多种掺杂剂(B、C、N、Br、Cl、F和H)的Si(110)/a- sio2界面的掺杂阱能级和平衡浓度。利用第一性原理计算分析了Si(110)/a- sio2界面的本征和外征缺陷的电子和原子性质。结果表明,随着掺杂物电负性的增加,空穴和电子的平均阱能级加深。此外,我们应用一个简单的热力学模型来评估活性阱的平衡浓度作为界面掺杂浓度的函数。模型表明,H和F完全钝化了Si的本征Pb中心,降低了陷阱浓度,而其他元素,特别是N、Br和Cl,诱导了新的陷阱态,其数量是原有Pb中心的数倍。
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引用次数: 0
Self-Aligned Single Diffusion Break Technology Optimization Through Material Engineering for Advanced CMOS Nodes 基于材料工程的先进CMOS节点自对准单扩散破断技术优化
Pub Date : 2020-09-23 DOI: 10.23919/SISPAD49475.2020.9241625
A. Pal, E. Bazizi, Liu Jiang, Mehdi Saremi, B. Alexander, Buvna Ayyagari-Sangamalli
Though single diffusion break (SDB) acts as an efficient area-scaling enabler for current CMOS technology nodes, it degrades devices’ variability performance, which can be mitigated by enabling self-aligned SDB (SA-SDB) technology. Unfortunately, SA-SDB causes PMOS performance degradation due to channel stress relaxation. To solve this issue, we propose material engineering of SA-SDB technology to improve PMOS performance. Using 3D-TCAD simulations, we show that by using stressed oxide for the SA-SDB cavity fill, both PMOS and NMOS device performance can be improved. Furthermore, using ring-oscillator as a representative circuit for CMOS technology evaluation, we showed that the circuit performance can be improved by 13-21% for 2-3 GPa stress in the oxide, thus enabling simultaneous area-scaling and circuit and variability performance improvement with SA-SDB technology for advanced CMOS nodes.
虽然单扩散中断(SDB)作为当前CMOS技术节点的有效面积缩放使能器,但它会降低器件的可变性性能,可以通过启用自对准SDB (SA-SDB)技术来缓解这一问题。不幸的是,由于通道应力松弛,SA-SDB会导致PMOS性能下降。为了解决这一问题,我们提出了SA-SDB技术的材料工程来提高PMOS的性能。通过3D-TCAD模拟,我们发现利用应力氧化物填充SA-SDB空腔可以提高PMOS和NMOS器件的性能。此外,利用环形振荡器作为CMOS技术评估的代表性电路,我们表明,在氧化物中施加2-3 GPa应力时,电路性能可以提高13-21%,从而实现了先进CMOS节点的面积缩放和电路和可变性性能的同时改进。
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引用次数: 0
Reactive Force-Field Molecular Dynamics Study of the Silicon-Germanium Deposition Processes by Plasma Enhanced Chemical Vapor Deposition 等离子体增强化学气相沉积硅锗过程的反应力场分子动力学研究
Pub Date : 2020-09-23 DOI: 10.23919/SISPAD49475.2020.9241688
Naoya Uene, T. Mabuchi, M. Zaitsu, Shigeo Yasuhara, T. Tokumasu
In order to form a SiGe thin film by chemical vapor deposition (CVD) with a suitable quality for advanced devices, the relationships between materials/process and structure/composition are needed to be clarified at the atomic level. We simulated SiGe CVD by using reactive force-field (ReaxFF) molecular dynamics simulations, especially on binary systems of SiHx + GeHx, and derived the influence of the substrate temperature and these ratios of gaseous species on the crystallinity and compositions in the thin films. The crystallinity increases as the substrate temperature increases, and the lowest crystallinity is obtained at the ratios of gaseous species 0.5 and 0.7 for the SiH3 and SiH2, respectively. As the substrate temperature increases, the hydrogen content decreases while Si and Ge content tend to increase. These trends can be seen in relevant studies. Through this simulation we successfully observe that the reactivity of gaseous species greatly affects the crystallinity and compositions in the thin films.
为了通过化学气相沉积(CVD)形成适合先进器件的SiGe薄膜,需要在原子水平上澄清材料/工艺与结构/组成之间的关系。采用反应力场(ReaxFF)分子动力学模拟方法,对SiHx + GeHx二元体系进行了SiGe CVD的模拟,得到了衬底温度和气体组分比对薄膜结晶度和组成的影响。结晶度随着衬底温度的升高而升高,SiH3和SiH2的结晶度在气体组分比分别为0.5和0.7时最低。随着衬底温度的升高,氢含量降低,Si和Ge含量有增加的趋势。这些趋势可以在相关研究中看到。通过模拟,我们成功地观察到气体的反应性对薄膜的结晶度和组成有很大的影响。
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引用次数: 0
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2020 International Conference on Simulation of Semiconductor Processes and Devices (SISPAD)
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