Microelectronic Engineering最新文献

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Methodology for data retrieval of MRAM: Technological analysis, sample preparation and internal electrical measurements MRAM数据检索方法:技术分析、样品制备和内部电测量
IF 2.6 4区 工程技术
Microelectronic Engineering Pub Date : 2025-04-26 DOI: 10.1016/j.mee.2025.112351
Louise Dumas , Christina Villeneuve-Faure , François Marc , Hélène Fremont , Guillaume Bascoul , Christophe Guerin
{"title":"Methodology for data retrieval of MRAM: Technological analysis, sample preparation and internal electrical measurements","authors":"Louise Dumas ,&nbsp;Christina Villeneuve-Faure ,&nbsp;François Marc ,&nbsp;Hélène Fremont ,&nbsp;Guillaume Bascoul ,&nbsp;Christophe Guerin","doi":"10.1016/j.mee.2025.112351","DOIUrl":"10.1016/j.mee.2025.112351","url":null,"abstract":"<div><div>This paper presents the methodology to be applied in order to achieve the data retrieval of any magneto-resistive random access memory (MRAM) on the market, whether it's a Toggle MRAM or a STT-MRAM. This methodology consists of four stages: theoretical study of the structure, technological analysis to identify the physical structure of the memory, preparation of the memory to make the data accessible, and readout of those data.</div><div>Knowing the structural elements and how the MRAM is read/written allows the possibility to do its technological analysis. Then, this analysis allows the identification of the magnetic tunnel junction (MTJ), where the data (‘0’ / ‘1’) is stored as resistance states, and of its surroundings, mainly the bitline. Once this is done, a complex preparation of the device's backside is achieved to expose both sides of the MTJ: one side to apply the voltage and the other to collect the current. The sample preparation methodology consists of a chemical opening, a polishing down to the transistors, focused ion beam (FIB) etches of metallization levels surrounding the MTJ and metal deposition. Finally, the memory can be read by techniques derived from atomic force microscopy (AFM). For both memory types, the discrimination of the bit states is proved by conductive AFM (C-AFM).</div><div>This work demonstrates that it is possible to retrieve data stored in a Toggle MRAM (130 nm technology node) and in a STT-MRAM (40 nm technology node) using invasive techniques. These components thus represent the two types of MRAM on the market, with classical and more advanced technology nodes. The data readout validates the sample preparation flow.</div></div>","PeriodicalId":18557,"journal":{"name":"Microelectronic Engineering","volume":"299 ","pages":"Article 112351"},"PeriodicalIF":2.6,"publicationDate":"2025-04-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143873883","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"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
An overview of wide and ultra wide bandgap semiconductors for next-generation power electronics applications 用于下一代电力电子应用的宽和超宽带隙半导体概述
IF 2.6 4区 工程技术
Microelectronic Engineering Pub Date : 2025-04-11 DOI: 10.1016/j.mee.2025.112348
Reshma Ravindran, Ahmed M. Massoud
{"title":"An overview of wide and ultra wide bandgap semiconductors for next-generation power electronics applications","authors":"Reshma Ravindran,&nbsp;Ahmed M. Massoud","doi":"10.1016/j.mee.2025.112348","DOIUrl":"10.1016/j.mee.2025.112348","url":null,"abstract":"<div><div>High-efficiency power electronic converters are imperative for future applications aiming to meet sustainability goals, as increased efficiency translates to reduced energy consumption. The emerging wide bandgap technology is a key enabler, offering better efficiency, power density, switching speed, and reduced size and weight. In view of this, we present an extensive overview of wide bandgap and ultra-wide bandgap devices for present &amp; next-generation power electronics applications. The electrical characteristics of these devices are compared in this article, along with their present state and projected future developments. The current status of wide bandgap and ultra-wide bandgap devices' applicability for a wide range of emerging power electronics application areas, including solid-state transformers, data centers, ultra-fast electric vehicle charging stations, renewable energy generation, energy storage systems, solid-state circuit breakers, military electronic warfare systems, graphics processing units, quantum computers, and 6G networks, is reviewed. Furthermore, the expectations for these devices for the future of each of these applications are assessed, and the related future challenges and opportunities are discussed. The study shows that while SiC semiconductors will continue to dominate in high-power, high-voltage applications like transportation, grid-side converters, solid-state transformers, and renewable energy integration, GaN semiconductors will be crucial for low-voltage, high-frequency applications such as consumer electronics, power supplies, and data centers. Although not yet commercialized, ultra-wide bandgap devices like Diamond, and <span><math><mi>β</mi><mo>−</mo><msub><mi>Ga</mi><mn>2</mn></msub><msub><mi>O</mi><mn>3</mn></msub></math></span>, with their exceptional material properties, are projected to be indispensable for high-power, high-frequency power electronics applications.</div></div>","PeriodicalId":18557,"journal":{"name":"Microelectronic Engineering","volume":"299 ","pages":"Article 112348"},"PeriodicalIF":2.6,"publicationDate":"2025-04-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143815171","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"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
A multi-user wearable waistband system for real-time health monitoring of respiration, ECG, and body temperature 一个多用户可穿戴腰带系统,用于呼吸、心电图和体温的实时健康监测
IF 2.6 4区 工程技术
Microelectronic Engineering Pub Date : 2025-04-06 DOI: 10.1016/j.mee.2025.112346
Siyuan Wang , Ming Dong , Jiang He , Guancheng Wu , Xiang Li , Xiaojun Pan , Jiansheng Wu , Rongrong Bao , Caofeng Pan
{"title":"A multi-user wearable waistband system for real-time health monitoring of respiration, ECG, and body temperature","authors":"Siyuan Wang ,&nbsp;Ming Dong ,&nbsp;Jiang He ,&nbsp;Guancheng Wu ,&nbsp;Xiang Li ,&nbsp;Xiaojun Pan ,&nbsp;Jiansheng Wu ,&nbsp;Rongrong Bao ,&nbsp;Caofeng Pan","doi":"10.1016/j.mee.2025.112346","DOIUrl":"10.1016/j.mee.2025.112346","url":null,"abstract":"<div><div>Wearable health monitoring systems have gained significant attention for real-time physiological signal tracking, particularly in elderly care settings where continuous, non-invasive monitoring is critical. Current systems, however, face limitations in multi-signal integration, user comfort, and practicality for long-term use. Existing approaches often rely on separate devices for measuring vital signs, leading to cumbersome setups and restricted mobility. Additionally, few solutions support simultaneous multi-user monitoring, hindering scalability in group care environments like nursing homes. In this study, we present a highly integrated waistband device that addresses these gaps by concurrently measuring respiration, electrocardiogram (ECG), and body temperature. The respiratory sensor employs a resistive pressure sensor. Its alignment with the ECG electrodes and the temperature sensor eliminates the need for auxiliary respiratory devices (e.g., masks) and enhances wearability. With the integration of a Bluetooth transmission circuit system, this real-time health monitoring system enables long-term stable testing for multiple users. A 24-h synchronized test involving 10 participants was conducted, demonstrating effective health monitoring capabilities and the potential to identify underlying health issues. This innovation provides a scalable, comfortable solution for intelligent healthcare systems, demonstrating practical value in elderly care applications.</div></div>","PeriodicalId":18557,"journal":{"name":"Microelectronic Engineering","volume":"299 ","pages":"Article 112346"},"PeriodicalIF":2.6,"publicationDate":"2025-04-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143784069","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"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
The electronic and optical properties of the monolayer Mo(SxSe1-x)2 by the first-principle calculations 用第一性原理计算了单层Mo(SxSe1-x)2的电子和光学性质
IF 2.6 4区 工程技术
Microelectronic Engineering Pub Date : 2025-04-05 DOI: 10.1016/j.mee.2025.112349
Chuan-Zhen Zhao, Tai-Ning Xu, Hui-Jing Hu
{"title":"The electronic and optical properties of the monolayer Mo(SxSe1-x)2 by the first-principle calculations","authors":"Chuan-Zhen Zhao,&nbsp;Tai-Ning Xu,&nbsp;Hui-Jing Hu","doi":"10.1016/j.mee.2025.112349","DOIUrl":"10.1016/j.mee.2025.112349","url":null,"abstract":"<div><div>First-principles calculations are conducted to explore the electronic and optical properties of the monolayer Mo(S<sub>x</sub>Se<sub>1-x</sub>)<sub>2</sub>. It is found that the monolayer Mo(S<sub>x</sub>Se<sub>1-x</sub>)<sub>2</sub> possesses a direct bandgap. Through fitting the theoretical and experimental data, the bandgap bowing parameter of 0.051 eV is attained. The enlargement of the bandgap energy is by reason of the decline of the K VBM. In the full component range, the downward movements of the K CBM and the K VBM are dominated by the <span><math><msub><mi>p</mi><mrow><mi>S</mi><mo>−</mo><mn>3</mn><mi>p</mi></mrow></msub><mo>−</mo><msub><mi>d</mi><mrow><mi>Mo</mi><mo>−</mo><mn>4</mn><mi>d</mi></mrow></msub></math></span> coupling interaction and the total p-d coupling interaction, respectively. For the optical properties, it is found that increasing S component can reduce the static dielectric constant. However, the B and C excitons as well as E<sub>3</sub> shift toward the higher energy direction with increasing S component. It is also found that increasing S component has a small effect on enhancing the light absorption. The photoconductivity shows a similar result with the absorptivity.</div></div>","PeriodicalId":18557,"journal":{"name":"Microelectronic Engineering","volume":"299 ","pages":"Article 112349"},"PeriodicalIF":2.6,"publicationDate":"2025-04-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143777216","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"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
A 0.324-THz transmitter based on individual 2.65 % efficiency x16 frequency multiplier chiplets for phased-array and PMF applications 基于单个2.65%效率x16倍频芯片的0.324 thz发射机,用于相控阵和PMF应用
IF 2.6 4区 工程技术
Microelectronic Engineering Pub Date : 2025-03-20 DOI: 10.1016/j.mee.2025.112344
Georg Zachl , Christoph Mangiavillano , Tim Schumacher , Richard Hüttner , Patrick Fath , Christoph Wagner , Andreas Stelzer , Harald Pretl
{"title":"A 0.324-THz transmitter based on individual 2.65 % efficiency x16 frequency multiplier chiplets for phased-array and PMF applications","authors":"Georg Zachl ,&nbsp;Christoph Mangiavillano ,&nbsp;Tim Schumacher ,&nbsp;Richard Hüttner ,&nbsp;Patrick Fath ,&nbsp;Christoph Wagner ,&nbsp;Andreas Stelzer ,&nbsp;Harald Pretl","doi":"10.1016/j.mee.2025.112344","DOIUrl":"10.1016/j.mee.2025.112344","url":null,"abstract":"<div><div>A 0.324-THz multiplier-based (x16) transmitter with an on-chip patch antenna for application in phased arrays and plastic microwave fiber links has been implemented in a 130-nm SiGe:C bipolar CMOS technology with an <span><math><msub><mi>f</mi><mi>T</mi></msub><mo>/</mo><msub><mi>f</mi><mi>max</mi></msub></math></span> of 350/450 GHz. The chiplet features integrated digitally programmable power management and biasing for post‑silicon optimization. Each radio frequency circuit block can be individually tuned by a bias current generator, and a total of three programmable voltage regulators supply the three bootstrapped doublers used from 20-to-160 GHz, the two-stage 160-GHz power amplifier and the 0.32-THz frequency doubler, respectively. After rigorous optimization, measurements reveal a single-chain dc-to-THz efficiency of 2.65 % with an output power up to 6.6 dBm at 0.324 THz. The dc power consumption was 170 mW. Operated in a 1-by-4 phased array, a maximum effective isotropic radiated power of 13.1 dBm with an output power of 2.9 dBm has been measured. Beam steering is demonstrated, revealing beam scanning over 22° in one plane. Used as a transmitter for plastic microwave fiber links, the on-chip antenna enables contactless coupling to the fiber, showing overall significantly reduced path losses compared to over-the-air links. A close-to-real-world demonstration of a PMF link with up to 3.25 Gbit/s using QPSK modulation is presented, using separate unsynchronized transmitter and receiver LO signal sources.</div></div>","PeriodicalId":18557,"journal":{"name":"Microelectronic Engineering","volume":"299 ","pages":"Article 112344"},"PeriodicalIF":2.6,"publicationDate":"2025-03-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143747299","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Enhancing ferroelectric resistive switching via polar order engineering in Sm-doped BiFeO3 films 通过极性序工程增强sm掺杂BiFeO3薄膜的铁电电阻开关
IF 2.6 4区 工程技术
Microelectronic Engineering Pub Date : 2025-03-13 DOI: 10.1016/j.mee.2025.112343
Biaohong Huang , Yuxuan Jiang , Jingyan Liu , Yizhuo Li , Qianhe Jin , Qishuai Huang , Tula R. Paudel , Tom Wu , Zhidong Zhang , Weijin Hu
{"title":"Enhancing ferroelectric resistive switching via polar order engineering in Sm-doped BiFeO3 films","authors":"Biaohong Huang ,&nbsp;Yuxuan Jiang ,&nbsp;Jingyan Liu ,&nbsp;Yizhuo Li ,&nbsp;Qianhe Jin ,&nbsp;Qishuai Huang ,&nbsp;Tula R. Paudel ,&nbsp;Tom Wu ,&nbsp;Zhidong Zhang ,&nbsp;Weijin Hu","doi":"10.1016/j.mee.2025.112343","DOIUrl":"10.1016/j.mee.2025.112343","url":null,"abstract":"<div><div>Ferroelectric materials are promising for nonvolatile resistive memories due to their unique switchable diode effect. To improve the resistive switching performance, the fundamental correlation between the diode effect and the polar ordering should be unraveled. Here by the A-site substitution with Sm, we report the resistive switching in ferroelectric SrRuO<sub>3</sub>/Sm<sub><em>x</em></sub>Bi<sub>1-<em>x</em></sub>FeO<sub>3</sub> (<em>x</em> = 0, 0.1, 0.2)/Pt thin-film capacitors. We find that the ground state of BiFeO<sub>3</sub> changes from ferroelectric to antiferroelectric with increasing Sm substitution, which is accompanied by the fading of the resistive switching in Sm<sub>0.2</sub>Bi<sub>0.8</sub>FeO<sub>3</sub>, illustrating the decisive role of polarization in resistive switching. Moreover, similar dynamics between polarization and resistance states supports the close link between the ferroelectric domain growth and the resistive switching. Our SrRuO<sub>3</sub>/Sm<sub>0.1</sub>Bi<sub>0.9</sub>FeO<sub>3</sub>/Pt device achieved a high on/off ratio of 10<sup>4</sup> and fast switching speed of 6.25 ns, thanks to reduced leakage current from Sm doping while preserving ferroelectric properties. Our results thus provide a new approach to enhance the resistive memory performance of ferroelectric materials.</div></div>","PeriodicalId":18557,"journal":{"name":"Microelectronic Engineering","volume":"299 ","pages":"Article 112343"},"PeriodicalIF":2.6,"publicationDate":"2025-03-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143681859","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"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
Unveiling strain in future generation transistor technology by Bessel beam electron diffraction method 贝塞尔束电子衍射法揭示新一代晶体管技术中的应变
IF 2.6 4区 工程技术
Microelectronic Engineering Pub Date : 2025-03-10 DOI: 10.1016/j.mee.2025.112334
P. Favia , G. Eneman , A. Veloso , A. Nalin Mehta , G.T. Martinez , O. Richard , A. Hikavyy , P.P. Gowda , F. Seidel , G. Pourtois , A. De Keersgieter , E. Grieten
{"title":"Unveiling strain in future generation transistor technology by Bessel beam electron diffraction method","authors":"P. Favia ,&nbsp;G. Eneman ,&nbsp;A. Veloso ,&nbsp;A. Nalin Mehta ,&nbsp;G.T. Martinez ,&nbsp;O. Richard ,&nbsp;A. Hikavyy ,&nbsp;P.P. Gowda ,&nbsp;F. Seidel ,&nbsp;G. Pourtois ,&nbsp;A. De Keersgieter ,&nbsp;E. Grieten","doi":"10.1016/j.mee.2025.112334","DOIUrl":"10.1016/j.mee.2025.112334","url":null,"abstract":"<div><div>Strain engineering is a common approach for enhancing the mobility of semiconductor materials and improving the performance of conventional and novel transistors. Understanding the strain distribution is important for optimizing device characteristics. Transmission electron microscopy (TEM) is a crucial technique for evaluating strain at the nanoscale. However, due to the ongoing reduction in electronic device dimensions, assessing strain via TEM has become increasingly challenging. Many different techniques have been developed in recent years with the aim of analysing complex structures. In this work, we investigate the capabilities of the recently developed Bessel beam electron diffraction (BBED) method to evaluate strain by TEM in fully processed fin-field effect transistor (FinFET) devices and in cutting edge nano-sheet complementary-FET (NS-CFET) technology.</div><div>TEM analysis of fully processed devices is challenging due to the presence of artefacts generated by different materials and multiple structures overlapping in projection in TEM images. We demonstrate the capability of the BBED technique to reveal strain in fully processed FinFET while exploring the dependence of strain on layout variations.</div><div>NS-CFETs are an attractive device architecture for beyond 1 nm logic technology nodes. Strain distribution in these devices is more complex than in FinFETs due to the presence of very thin layers and reduced channel dimensions. We compare the BBED method with the well-known techniques of nano-beam electron diffraction (NBED) and geometric phase analysis (GPA) for analysing strain in these structures. The BBED technique, despite a simple experimental setup, shows good accuracy and spatial resolution, being able to resolve interlayers thinner than 2 nm. Compared to NBED and GPA, the BBED technique offers better performance and is therefore a promising method to study strain in future transistor devices.</div></div>","PeriodicalId":18557,"journal":{"name":"Microelectronic Engineering","volume":"299 ","pages":"Article 112334"},"PeriodicalIF":2.6,"publicationDate":"2025-03-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143637046","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"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
AlGaN/GaN High electron Mobility Transistor (HEMT) based radio frequency power amplifiers for future wireless communication transmitters: Exciting prospects and challenges 用于未来无线通信发射机的AlGaN/GaN高电子迁移率晶体管(HEMT)射频功率放大器:令人兴奋的前景和挑战
IF 2.6 4区 工程技术
Microelectronic Engineering Pub Date : 2025-03-10 DOI: 10.1016/j.mee.2025.112342
J. Ajayan , S. Sreejith
{"title":"AlGaN/GaN High electron Mobility Transistor (HEMT) based radio frequency power amplifiers for future wireless communication transmitters: Exciting prospects and challenges","authors":"J. Ajayan ,&nbsp;S. Sreejith","doi":"10.1016/j.mee.2025.112342","DOIUrl":"10.1016/j.mee.2025.112342","url":null,"abstract":"<div><div>The power amplifiers (PAs) are indispensable for maintaining that both space and terrestrial transmitters fulfill the rigorous requirements for power consumption and, consequently, efficiency. Since solid-state PAs based on GaN HEMTs may offer the efficiency and power density performance to make them a feasible choice for space-borne active antennas, their availability is what propels integration for the satellite transmitters. Gain, output power (P<sub>out</sub>), bandwidth (BW), drain efficiency (DE), chip area, peak-to-average-power ratio (PAPR) and power added efficiency (PAE) are the key metrics usually used for measuring the performance of PAs. This article deals with the exciting prospects and challenges in the design and manufacturing of GaN-HEMT based RF-PAs. Doherty PAs are most popular among various PA architectures and they have recorded a maximum gain of over 30 dB, PAPR of over 11.5, PAE of over 81 % and an operating frequency of over 29 GHz. Other GaN HEMT based PAs have been reported a maximum operating frequency of over 192 GHz (using 100 nm GaN HEMT), gain of over 35 dB, and a P<sub>out</sub> of over 282 W. This article also highlights the various techniques for enhancing the broadband operation of GaN HEMT based PAs.</div></div>","PeriodicalId":18557,"journal":{"name":"Microelectronic Engineering","volume":"299 ","pages":"Article 112342"},"PeriodicalIF":2.6,"publicationDate":"2025-03-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143593026","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"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
Theoretical insights into the impact of border and interface traps on hysteresis in monolayer MoS2 FETs 边界和界面陷阱对单层MoS2场效应管迟滞影响的理论见解
IF 2.6 4区 工程技术
Microelectronic Engineering Pub Date : 2025-03-08 DOI: 10.1016/j.mee.2025.112333
Rittik Ghosh, Alexandros Provias, Alexander Karl, Christoph Wilhelmer, Theresia Knobloch, Mohammad Rasool Davoudi, Seyed Mehdi Sattari-Esfahlan, Dominic Waldhör, Tibor Grasser
{"title":"Theoretical insights into the impact of border and interface traps on hysteresis in monolayer MoS2 FETs","authors":"Rittik Ghosh,&nbsp;Alexandros Provias,&nbsp;Alexander Karl,&nbsp;Christoph Wilhelmer,&nbsp;Theresia Knobloch,&nbsp;Mohammad Rasool Davoudi,&nbsp;Seyed Mehdi Sattari-Esfahlan,&nbsp;Dominic Waldhör,&nbsp;Tibor Grasser","doi":"10.1016/j.mee.2025.112333","DOIUrl":"10.1016/j.mee.2025.112333","url":null,"abstract":"<div><div>Threshold voltage hysteresis <span><math><mfenced><mrow><mi>Δ</mi><msub><mi>V</mi><mi>h</mi></msub></mrow></mfenced></math></span> in two-dimensional transistor transfer characteristics poses a bottleneck in achieving stable 2D CMOS integrated circuits. Hysteresis is primarily attributed to traps at the channel/oxide interface as well as in the oxide. In this study, we present a physics-based self-consistent modeling framework to investigate the impact of border and interface traps on <span><math><mi>Δ</mi><msub><mi>V</mi><mi>h</mi></msub></math></span> and apply it to monolayer (1-L) MoS<sub>2</sub> field-effect transistors (FETs). The transient trapping and detrapping of charges during gate voltage sweeps across a wide range of frequencies and temperatures is analyzed using a two-state non-radiative multi-phonon (NMP) model. Our results reveal distinct dynamic responses for slow border and fast interface traps, with border traps exhibiting slower time constants due to larger relaxation energies and interface traps showing fast nuclear tunneling-dominated dynamics resulting from the smaller relaxation energies. These simulations highlights the critical role of the spatial and energetic distributions of the traps in determining <span><math><mi>Δ</mi><msub><mi>V</mi><mi>h</mi></msub></math></span>, providing insights into the stability of 2D FETs and paving the way for improved device engineering.</div></div>","PeriodicalId":18557,"journal":{"name":"Microelectronic Engineering","volume":"299 ","pages":"Article 112333"},"PeriodicalIF":2.6,"publicationDate":"2025-03-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143609663","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
On the feature accuracy of deep learning mask topography effect models 深度学习掩膜地形效应模型的特征精度研究
IF 2.6 4区 工程技术
Microelectronic Engineering Pub Date : 2025-02-27 DOI: 10.1016/j.mee.2025.112332
Linus Engelmann , IrenaeusWlokas
{"title":"On the feature accuracy of deep learning mask topography effect models","authors":"Linus Engelmann ,&nbsp;IrenaeusWlokas","doi":"10.1016/j.mee.2025.112332","DOIUrl":"10.1016/j.mee.2025.112332","url":null,"abstract":"<div><div>A deep-learning-based lithography model using a generative neural network (GAN) approach is developed and assessed for its ability to predict aerial images at different resist heights. The performance of the GAN approach is evaluated by analyzing deviations between model-generated aerial images and golden images, as well as differences in critical dimension (CD) values. Additionally, error analysis is conducted based on the feature distribution of each photomask. Selected patterns and their aerial images are compared both qualitatively to assess local errors and quantitatively through root-mean-square (RMS) errors to evaluate global accuracy. Error analysis reveals the features produced by the deep learning model leading to the highest deviation from the rigorous model results, and the error is decomposed into the error contributions of underpredicted and overpredicted features. An array of aerial images for selected resist heights produced by the deep learning model is assessed, revealing increasing errors with increasing resist heights. The limitations of applying deep learning techniques in computational lithography are illustrated by comparing a target pattern with and without optical proximity correction (OPC) features.</div></div>","PeriodicalId":18557,"journal":{"name":"Microelectronic Engineering","volume":"299 ","pages":"Article 112332"},"PeriodicalIF":2.6,"publicationDate":"2025-02-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143529001","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"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
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