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2020 International Workshop on Advanced Patterning Solutions (IWAPS)最新文献

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Mask Optimization based on artificial desired pattern 基于人工期望模式的掩模优化
Pub Date : 2020-11-05 DOI: 10.1109/IWAPS51164.2020.9286796
Fei Peng, Chengqun Gui, Yi Song, Yijiang Shen
As one of the most effective methods to compensate image distortion, inverse lithography technology (ILT) has been widely used in the computational lithography. However, the compensation capability of ILT to wafer image is restricted by the effect of low-pass filtering, and difficult to resolve high frequency signals. In this paper, a new optimization algorithm is investigated and applied to ILT. The high frequency points on the target pattern are characterized, and additional low frequency signals are added at these points to form an artificial desired pattern. The artificial desired pattern will replace the target pattern in the optimization, which is proposed to resolve the impact of high frequency signals. Simulation results demonstrate the superiority of the proposed method, which effectively improves the fidelity of the target pattern.
逆光刻技术作为一种最有效的补偿图像畸变的方法,在计算光刻中得到了广泛的应用。然而,ILT对晶圆图像的补偿能力受到低通滤波的限制,且难以分辨高频信号。本文研究了一种新的优化算法,并将其应用于ILT。对目标图案上的高频点进行表征,并且在这些点处添加额外的低频信号以形成人工所需图案。为了解决高频信号的影响,在优化过程中采用人工期望方向图代替目标方向图。仿真结果证明了该方法的优越性,有效地提高了目标方向图的保真度。
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引用次数: 0
OPO Measurement Improvement in Advanced DRAM with Tunable Wavelength Imaging 基于可调谐波长成像的先进DRAM的OPO测量改进
Pub Date : 2020-11-05 DOI: 10.1109/IWAPS51164.2020.9286806
Yunsheng Xia, Rui Qin, Andy Lan, Joer Huang, Congcong Fan, Shaowen Qiu, Dong Xue, Dashuai Tao, Kun Gao, Haoran Li, Shu Lu, Hongpeng Su, Linfei Gao, Jinyan Song
As DRAM process nodes keep shrinking, the overlay budget becomes tighter, and overlay error showing a more significant effect on yield. This calls for a more accurate and more robust on-product overlay (OPO) measurement approach. In many cases, engineers tune their process to improve yield, especially in the research and development (R&D) phase of a product, but overlay measurability is sensitive to process variation and the measurement window could drift or even disappear after process changes. In the method described in this paper, we use features on the Archer™ imaging-based overlay (IBO) measurement system - such as illumination with tunable wavelength (wave tuner, WT) to optimize illumination wavelength, and dynamic focus mode (DFM) to select best focus position - to produce a more accurate and robust OPO measurement on critical layers in advanced DRAM. With WT, the overlay target has better illumination conditions, resulting in residual improvement of ~60%, and more stable measurements from wafer to wafer and lot to lot. DFM improves measurement accuracy with a more accurate focus position. For products both in R&D and high-volume manufacturing (HVM) phases, WT and DFM are demonstrated to be critical knobs to improve measurability as a function of wavelength and focus position. These features allow further information, such as accuracy heatmaps, residual landscape maps, and focus offset maps to help the user identify key process variations.
随着DRAM工艺节点的不断缩小,覆盖预算越来越紧,覆盖误差对良率的影响也越来越显著。这就需要一种更准确、更稳健的产品上覆盖(OPO)测量方法。在许多情况下,工程师调整他们的工艺以提高成品率,特别是在产品的研发阶段,但覆盖可测量性对工艺变化很敏感,并且测量窗口可能在工艺变化后漂移甚至消失。在本文中描述的方法中,我们使用Archer™基于成像的覆盖(IBO)测量系统的特征-例如波长可调的照明(波调谐器,WT)来优化照明波长,动态对焦模式(DFM)来选择最佳对焦位置-在高级DRAM的关键层上产生更准确和健壮的OPO测量。利用小波变换,覆盖目标具有更好的光照条件,残差提高约60%,并且在片与片之间、批次之间的测量更加稳定。DFM通过更精确的焦点位置提高了测量精度。对于处于研发和大批量生产(HVM)阶段的产品,WT和DFM被证明是提高波长和焦点位置的可测量性的关键旋钮。这些特性允许提供进一步的信息,例如精度热图、残余景观图和焦点偏移图,以帮助用户识别关键的过程变化。
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引用次数: 1
Machine Learning Hotspot Prediction Significantly Improve Capture Rate on Wafer 机器学习热点预测显著提高晶圆上的捕获率
Pub Date : 2020-11-05 DOI: 10.1109/IWAPS51164.2020.9286795
Wei Yuan, Yifei Lu, Ming Li, Bingyang Pan, Ying Gao, Yu Tian, Zhi-qin Li, Liang Ji, Ying Huang, Hao Chen, Yueliang Yao, Sean Park
In a real mask tape-out (MTO) process, an end user would typically use simulation tools to capture hotspot candidates which are at risk of appearing on wafers. The tight turn-around-time(TAT) in a fab requires an efficient method to categorize these candidates and sampling before measurement. Traditionally, in order to capture hotspots, verification tools mainly focus on limited parameters such as contours, local image contrast and parameters extracted from the full aerial and resist information. This approach makes it difficult to quickly pinpoint high risk hotspots, especially when the hotspot count is large. In contrast, by using advanced machine learning techniques, Newron hotspot prediction is an innovative method that makes full use of whole simulated images to generate accurate prediction information for every hotspot candidate. Newron hotspot prediction is able to significantly reduce the amount of required input information and improve the hotspot capture rate.
在真实的掩模胶带(MTO)过程中,最终用户通常会使用模拟工具来捕获有可能出现在晶圆上的热点候选物。晶圆厂紧迫的周转时间(TAT)需要一种有效的方法来对这些候选产品进行分类,并在测量前进行抽样。传统上,为了捕获热点,验证工具主要集中在轮廓、局部图像对比度等有限的参数上,以及从全空域和抗阻信息中提取的参数上。这种方法使得难以快速确定高风险热点,特别是当热点数量很大时。相比之下,Newron热点预测是一种利用先进的机器学习技术,充分利用整个模拟图像对每个候选热点生成准确预测信息的创新方法。Newron热点预测能够显著减少所需的输入信息量,提高热点捕获率。
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引用次数: 0
Preliminary Round of OPC Development in 180nm node Silicon Photonics MPW platform 在180nm节点硅光子MPW平台上的OPC初步开发
Pub Date : 2020-11-05 DOI: 10.1109/IWAPS51164.2020.9286799
Zengzhi Huang, Zhenguo Zheng, Shijie Chen, Junbo Feng, Weiran Huang, G. Cao
Silicon photonic has become an enabling technology in a variety of applications such as telecommunication, datacenter interconnect, LiDAR, optical sensing and quantum computing. However, many research groups or fabless companies lack the access to the manufacturing facilities of silicon photonics devices, which are compatible with the CMOS technology. Multi-project wafer (MPW) service will be an agreeable solution for them. Optical proximity correction (OPC) is essential in silicon photonics MPW platform. In this paper we introduce the preliminary OPC development efforts in CUMEC's 180 nm node silicon photonics MPW platform.
硅光子已经成为电信、数据中心互连、激光雷达、光学传感和量子计算等各种应用的使能技术。然而,许多研究小组或无晶圆厂公司缺乏与CMOS技术兼容的硅光子器件的制造设施。多项目晶圆(MPW)服务将是一个令人满意的解决方案。光学接近校正(OPC)在硅光子MPW平台中是必不可少的。本文介绍了在CUMEC的180nm节点硅光子MPW平台上OPC的初步开发工作。
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引用次数: 1
Pattern Roughness Analyses in Advanced Lithography: Power Spectral Density and Autocorrelation 先进光刻技术中的图案粗糙度分析:功率谱密度和自相关
Pub Date : 2020-11-05 DOI: 10.1109/IWAPS51164.2020.9286797
Yuyang Bian, Xijun Guan, Biqiu Liu, Xiaobo Guo, Cong Zhang, Jun Huang, Yu Zhang
With development of advanced lithography processes, simultaneous reduction of line width and edge roughness along with the shrinkage of critical dimension of main feature is a continuous challenge. Recent years, unbiased roughness characterization was introduced in pattern roughness analysis by applying power spectral density method. Through power spectral density analysis, the data of all measurement points from scanning electron microscope are processed by Fourier transform, and the roughness behaviors of inspected pattern are converted from spatial domain to frequency domain. Autocorrelation analysis is an effective means to identify the periodic behavior of line width or edge roughness. In our research, roughness of dense lines under different lithography conditions, including reflectivity of bottom anti-reflection coating materials, photoresist, illumination and post exposure bake temperature, was characterized using power spectral density, autocorrelation methods as well as with standard deviation.
随着先进光刻工艺的发展,同时减小线宽和边缘粗糙度以及缩小主要特征的临界尺寸是一个不断的挑战。近年来,将功率谱密度法引入到图案粗糙度分析中。通过功率谱密度分析,对扫描电镜各测点数据进行傅里叶变换处理,将被检测图案的粗糙度行为从空间域转换到频域。自相关分析是识别线宽或边缘粗糙度周期特性的有效手段。本研究采用功率谱密度法、自相关法和标准差法对不同光刻条件下密纹的粗糙度进行了表征,包括底层增透涂层材料的反射率、光刻胶、照度和曝光后烘烤温度。
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引用次数: 0
Evaluating the Process Performances of Binary, PSM and OMOG Masks in Advanced Technology Node 先进技术节点中二进制、PSM和OMOG掩模的工艺性能评价
Pub Date : 2020-11-05 DOI: 10.1109/IWAPS51164.2020.9286801
Weimei Xie, Yanpeng Chen, Shirui Yu, Yu Zhang
As the critical dimension of mask shrinks, revolutionary mask making methods have been invented to improve the performance of existing wafer steppers, like attenuated phase shifting mask (PSM) and thin Opaque MoSi on Glass (OMOG) mask. Those masks have their own pros and cons. We have done a pseudo finite difference time domain (pFDTD)_simulation study the lithography process performances of three types of masks in the advanced technology node. Both symmetric and asymmetric patterns are simulated. We found that all three masks exhibit similar process window in symmetric test patterns while dramatically differ in the asymmetric pattern. For this specific asymmetric pattern, PSM and OMOG masks show larger depth of focus (DOF) than Binary mask. However, the Mask Error Enhancement Factor (MEEF) and Normalized image log-slope (NILS) are terribly not lithography-friendly using PSM.
随着掩模临界尺寸的缩小,人们发明了革命性的掩模制作方法来改善现有的晶圆步进器的性能,如衰减相移掩模(PSM)和薄不透明MoSi on Glass (OMOG)掩模。本文对三种掩模在先进技术节点上的光刻工艺性能进行了伪时域有限差分(pFDTD)仿真研究。对称和非对称模式都进行了模拟。我们发现所有三种掩模在对称测试模式下表现出相似的过程窗口,而在不对称测试模式下则表现出显著差异。对于这种特殊的不对称模式,PSM和OMOG掩模比二进制掩模具有更大的焦深(DOF)。然而,掩模误差增强因子(MEEF)和归一化图像对数斜率(NILS)在使用PSM时非常不适合光刻。
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引用次数: 1
An application of Chebyshev spectral method in modeling the diffusion of the acid during PEB process 切比雪夫谱法在PEB过程中酸扩散模拟中的应用
Pub Date : 2020-11-05 DOI: 10.1109/IWAPS51164.2020.9286811
Pengjie Kong, Lisong Dona, Yayi Wei
The distribution of the acid concentration in the chemically amplified resist (CAR) plays an important role in the formation of the final resist profile. During post exposure bake (PEB) process, acid will diffuse and be neutralized in the resist to influence the acid concentration distribution and the process can be described as a reaction-diffusion system in a set of partial differential equations (PDEs). We use Chebyshev spectral method to solve those equations and it turns out to be very fast along with certain accuracy. Our simulation results indicate that Chebyshev spectral method is quite computationally efficient in dealing with PDEs during PEB process in some cases.
化学放大抗蚀剂(CAR)中酸浓度的分布对最终抗蚀剂轮廓的形成起着重要的作用。在曝光后烘烤(PEB)过程中,酸会在抗蚀剂中扩散和中和,从而影响酸的浓度分布,这一过程可以描述为一组偏微分方程(PDEs)中的反应-扩散系统。我们用切比雪夫谱法来求解这些方程,结果表明它非常快,而且有一定的精度。仿真结果表明,在某些情况下,切比雪夫谱法在处理PEB过程中的偏微分方程时具有较高的计算效率。
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引用次数: 0
Ultrafast and Accurate Proximity Effect Correction of Large-Scale Electron Beam Lithography based on FMM and SaaS 基于FMM和SaaS的大型电子束光刻接近效应超快速精确校正
Pub Date : 2020-11-05 DOI: 10.1109/IWAPS51164.2020.9286816
C. Hou, Wenze Yao, Wei Liu, Yiqin Chen, H. Duan, Jie Liu
This paper proposes a fast proximity effect correction (PEC) methodology based on fast multipole method (FMM), to simultaneously achieve high calculation speed and accuracy. It is shown that the proposed methodology has both linear computational time complexity, $O(N)$, where $N$ is number of pixels, and linear parallelization speedup on multiple central processing unit (CPU) cores. These linear scaling scenarios are ideal traits for PEC of large-scale electron beam lithography (EBL). The proposed methodology has been implemented using C++ and OpenMP programming tools, and freely available via the Software-as-a-Service (SaaS) mode (http://hnupecsvl.qicp.vip).
本文提出了一种基于快速多极子法的快速接近效应校正方法,以同时获得较高的计算速度和精度。结果表明,所提出的方法具有线性计算时间复杂度$O(N)$,其中$N$为像素数,并且在多个中央处理器(CPU)内核上具有线性并行化加速。这些线性缩放场景是大规模电子束光刻(EBL)中PEC的理想特性。所提出的方法已使用c++和OpenMP编程工具实现,并可通过软件即服务(SaaS)模式免费获得(http://hnupecsvl.qicp.vip)。
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引用次数: 4
Alternative tip- and laser- based nanofabrication up to 100 mm on flat and non-flat surfaces with subnanometre precision 可选择的尖端和激光为基础的纳米加工高达100毫米的平面和非平面与亚纳米精度
Pub Date : 2020-11-05 DOI: 10.1109/IWAPS51164.2020.9286793
E. Manske
More and more new AFM tip-based or laser structuring methods have been attracting attention as alternative lithography approaches for some years now. But most of them have only been demonstrated in the micrometer range so far, and measurement and positioning technology is usually inadequate. Instruments that can measure and structure on flat and even non-flat surfaces in growing fields of application at the atomic level are the focus of the latest developments in consistent continuation of the nanopositioning and nanomeasuring machines created at the Technical University of Ilmenau. The new developed Nano Fabrication Machine 100 (NFM-100) serves as an important experimental platform for basic research in the field of scale-spanning AFM tip-based and laser-based nanofabrication for subnanometer structuring on 4 inch surfaces. The laser interferometer based high precision machine has 20 picometer resolution and subnanometer reproducibility. It can be equipped with AFM heads as well as with laser systems that can both write and read, i.e. measure with nanometer reproducibility and accuracy. This paper describes the extraordinary capabilities of the NFM-100 and selected nanofabrication technologies, e.g. advanced scanning proximal probe lithography based on Fowler-Nordheim electron field emission, direct laser writing, and UV nanoimprint lithography.
近年来,越来越多的基于原子力显微镜针尖或激光结构的新方法作为光刻技术的替代方法引起了人们的关注。但到目前为止,它们大多只在微米范围内进行了演示,测量和定位技术通常不足。在伊尔梅瑙技术大学创造的纳米定位和纳米测量机器的持续发展中,在原子水平上不断发展的应用领域中,可以在平坦甚至非平坦表面上测量和结构的仪器是最新发展的焦点。新开发的纳米加工机器100 (NFM-100)是一个重要的实验平台,用于4英寸表面亚纳米结构的基于AFM尖端和激光的跨尺度纳米加工领域的基础研究。基于激光干涉仪的高精度机床具有20皮米的分辨率和亚纳米级的再现性。它可以配备AFM头以及激光系统,可以写入和读取,即以纳米的再现性和精度进行测量。本文介绍了NFM-100的非凡能力和选择的纳米制造技术,例如基于Fowler-Nordheim电子场发射的先进扫描近端探针光刻,直接激光书写和UV纳米压印光刻。
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引用次数: 0
3M Immobilized Micro-Bed Ion Exchange Resin Bed Technology Treatment of PGMEA 3M固定化微床离子交换树脂床技术处理PGMEA
Pub Date : 2020-11-05 DOI: 10.1109/IWAPS51164.2020.9286810
Garry Wang, M. Entezarian, Bob Gieger, Dean Wu
The ever-increasing demand for reducing metal content in fluids used for producing advanced nodes in semiconductor industries for either logic or memory devices require new approaches. The standard method of treatment using ion exchange columns [1] are kinetically limited to low ppb while the industry is striving for low ppt that is 1000 times higher reduction. PGMEA is a major solvent for dissolving photosensitive polymers and needs to be free of any ionic metals that could potentially interfere with photolithographic process, diffuse into functional components of the circuit and reduce performance, yield, or device life. In this study, PGMEA with the grade of SEMI G2 was obtained and processed with 3M™ Metal Ion Purifier Immobilized Ion Exchange Resin Monolith technology. One ion exchange chemistry was based on strong acid while the other was based on amino acid chemistry. Twenty metals were measured before and after processing through the immobilized monolith resin structure. Significant reduction in metal content was observed by reducing even the light elements such as sodium and potassium. The process conditions and reduction of each element by both ion exchange chemistries will be discussed.
在半导体工业中,用于生产逻辑或存储设备的先进节点的流体中,对降低金属含量的需求不断增加,需要新的方法。使用离子交换柱的标准处理方法[1]在动力学上被限制在低ppb,而工业界正在努力实现比还原高1000倍的低ppt。PGMEA是溶解光敏聚合物的主要溶剂,需要不含任何离子金属,这些离子金属可能会干扰光刻工艺,扩散到电路的功能组件中,降低性能、产量或设备寿命。本研究采用3M™金属离子净化器固定化离子交换树脂整体技术制备了SEMI G2级的PGMEA。一种离子交换化学是基于强酸,另一种是基于氨基酸化学。采用固定化整体树脂结构对20种金属进行了加工前后的测量。通过减少钠和钾等轻元素,观察到金属含量显著减少。将讨论两种离子交换化学反应的过程条件和每种元素的还原。
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引用次数: 0
期刊
2020 International Workshop on Advanced Patterning Solutions (IWAPS)
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