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High Strain Rate Properties and Evolution of Plastic-Work for Doped Solder SAC-Q for Isothermal Aging Up to 240-Days at 100°C 100°C等温时效高达240天的掺杂焊料SAC-Q的高应变率性能和塑性功演变
P. Lall, V. Mehta, J. Suhling, K. Blecker
In automotive, aerospace, and defense applications – electronic parts can often be exposed to high strain loads during shocks, vibrations and drop-impact conditions. Electronic parts can often face extreme low and high temperatures ranging from −65°C to 200°C. Additionally, these electronic devices can be subjected to strain rates of 1 to 100 per second in a critical environment. Numerous doped solder alloys have emerged to mitigate the effects of sustained high-temperature operation. The mechanical properties of SAC-Q solder alloy, isothermally aged for prolonged durations and tested at extremely low to high operating temperatures, are not available. In this work, SAC-Q doped solder material is tested and studied for this study at a range of operating temperatures of −65°C to 200°C and at a strain rate up to 75 per second for up to 240 days (i.e. 8 months) of isothermal aging with a storage temperature of 100°C. For the extensive range of strain rates and surrounding test temperatures, stress-strain curves are established for the solder. The measured experimental results and data were fitted to the Anand viscoplasticity model. The Anand constants were calculated by estimating the stress-strain behavior measured for operating temperatures −65°C to 200°C for SAC-Q solder. FE analysis for drop/shock events for BGA package assembly with PCB has been carried out. Hysteresis stress-strain curves and plastic work density curves are generated for various aging conditions for SAC-Q solder ball joints.
在汽车、航空航天和国防应用中,电子部件在冲击、振动和跌落冲击条件下经常暴露在高应变载荷下。电子部件经常面临−65°C到200°C的极低和极高温度。此外,这些电子设备在关键环境中可以承受每秒1到100次的应变速率。许多掺杂焊料合金已经出现,以减轻持续高温操作的影响。SAC-Q焊料合金的机械性能,在长时间的等温老化和极低到高的工作温度下测试,是不可用的。在这项工作中,SAC-Q掺杂焊料在- 65°C至200°C的工作温度范围内进行测试和研究,应变速率高达每秒75次,等温老化长达240天(即8个月),储存温度为100°C。对于应变速率和周围测试温度的广泛范围,建立了焊料的应力-应变曲线。实验实测结果和数据均符合Anand粘塑性模型。通过估计SAC-Q焊料在- 65°C至200°C工作温度下的应力-应变行为来计算Anand常数。对PCB上的BGA封装组件进行了跌落/冲击事件的有限元分析。得到了SAC-Q焊点在不同时效条件下的滞回应力-应变曲线和塑性功密度曲线。
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引用次数: 0
Power Density in the Context of Two-Phase Immersion Cooling 两相浸没冷却下的功率密度
Jimil M. Shah, P. Tuma
Power density has been used to describe the capability of a data center. Achieving harmony between space and power has always been a challenge for data center administrators. Studies demonstrate when the average power density is above 7kW per rack, the space utilization by IT equipment drops to almost 50% of the total white space (the area dedicated to IT equipment and infrastructure). The remaining space is occupied by the cooling equipment required for optimal operation of the housed IT equipment in the racks. With the increasing use of deep learning and artificial intelligence, the different cooling methods like air cooling, cold plate cooling and single-phase immersion cooling are reaching their limits and require more white space. The improved efficiency of the two-phase immersion cooling technique may offer simplicity in facility design compared to traditional cooling and provide a means for cost savings. Submerging servers and IT equipment in a dielectric liquid enables substantial energy savings today and accommodates growing load densities for future facilities. This paper is a first attempt at addressing the overview of power density from the two-phase immersion cooling perspective. The paper compares the dedicated space requirement for air cooling with immersion cooling at higher densities. At 3kW/m2, a typical air-cooled data center floor space density, the actual electronics in a typical data center would fill only the bottom 5mm of the building which is often several stories tall. The P2PIC can increase floor space density 6 times or more while simplifying server design and reducing facility capital and operating costs. At higher densities, the cost of fluid per cost of electronics becomes negligible.
功率密度被用来描述数据中心的能力。实现空间和电力之间的和谐一直是数据中心管理员面临的挑战。研究表明,当每个机架的平均功率密度高于7kW时,IT设备的空间利用率下降到总空白空间(专用于IT设备和基础设施的区域)的近50%。剩余的空间被冷却设备占用,以使机架内的IT设备进行最佳操作。随着深度学习和人工智能的使用越来越多,空气冷却、冷板冷却和单相浸入式冷却等不同的冷却方法已经达到极限,需要更多的空白空间。与传统冷却相比,两相浸入式冷却技术的效率提高,可以简化设施设计,并提供节省成本的手段。将服务器和IT设备浸入电介质液体中可以节省大量能源,并适应未来设施不断增长的负载密度。本文是第一次尝试从两相浸没冷却的角度来解决功率密度的概述。本文比较了在高密度条件下空气冷却和浸没冷却对专用空间的要求。在3kW/m2,一个典型的风冷数据中心的地板空间密度下,一个典型的数据中心的实际电子设备只会填满几层楼高的建筑物的底部5mm。P2PIC可以将占地面积密度提高6倍或更多,同时简化服务器设计,降低设施资本和运营成本。在更高的密度下,流体的成本与电子产品的成本相比变得可以忽略不计。
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引用次数: 0
Pool Boiling Heat Transfer in Dielectric Fluids and Impact of Surfaces on the Repeatability 介质池沸腾换热及表面对可重复性的影响
Tolga Emir, Yakup Yazıcı, M. Budakli, M. Arik
This study presents an experimental investigation on the nucleate boiling heat transfer (NBHT) in deionized (DI) water and HFE-7100 on bare copper surfaces. The experiments were performed under atmospheric condition at 0 and 10 K subcooling levels. The primary objective was to understand the effect of fluid property on critical heat flux (CHF) and heat transfer performance, where the occurrence of surface oxidation over the entire set of experiments were investigated for a range of operating conditions. In order to determine the onset and development of the latter phenomenon, experiments for the complete boiling process have been repeated three times under similar conditions. A detailed visualization study with a high-speed camera has been utilized to capture the dynamics of bubble formation and departure. Additionally, high-resolution microscopic images were captured, and contact angle measurements were used to express the experimental results conveniently. Microscopic images showed that using DI water leads to an intensified oxidization on the heater surface, while HFE-7100 yields a minor occurrence of oxide layer on the copper surfaces. The results indicated that CHF values remain constant for water at 0 K; however, a remarkable increase was observed for 10 K subcooling from the first to third run of successive measurements.
本文研究了去离子水(DI)和HFE-7100在裸铜表面上的核沸腾传热(NBHT)。实验是在0和10 K过冷水平的大气条件下进行的。主要目的是了解流体性质对临界热流密度(CHF)和传热性能的影响,在一系列操作条件下研究了整个实验中表面氧化的发生情况。为了确定后一种现象的发生和发展,在类似条件下对完全沸腾过程进行了三次实验。利用高速摄像机进行了详细的可视化研究,以捕捉气泡形成和离开的动力学。此外,还采集了高分辨率显微图像,并采用接触角测量方便地表达实验结果。显微图像显示,使用去离子水导致加热器表面氧化加剧,而HFE-7100在铜表面产生少量氧化层。结果表明,水在0 K时CHF值保持不变;然而,从连续测量的第一次到第三次运行中,观察到10 K过冷的显著增加。
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引用次数: 1
Characterization and Reliability Analysis of Direct-Write Additively Printed Flexible Humidity Sensor With Super Capacitive Material for Wearable Astronaut Sensor in Harsh Environments 恶劣环境下可穿戴航天员传感器用超电容材料直写加印柔性湿度传感器特性及可靠性分析
P. Lall, Hye-Yoen Jang, C. Hill
Using additive technologies to fabricate printed circuit boards eliminates the need for expensive manufacturing - software-based design and production permit production flexibility, as well as quicker tool modifications and design evolution. In addition, additive printing techniques can be applied to various surfaces and shapes. This adaptability to a wide range of applications enables the construction of novel applications, such as biosensors, by designers. Several previous studies have focused on developing additively printed humidity sensors because of their potential for flexibility and integration. Flexure in the operating environment has been known to cause performance degradation in prior generations of temperature and humidity sensor technologies. This study uses the direct write printing method with a nScrypt printer to print the humidity sensor. Characterization of the sensor has been done by studying the process-performance interactions of temperature coefficient to resistance and sensitivity to humidity. Sensor accuracy, hysteresis, repeatability, linearity, and stability have been quantified concerning printing recipe and encapsulation. A folding reliability test has been conducted to assess the viability of the sensor in operation to mimic real-life use conditions. The cyclic folding motions are administered every 13 seconds with the same folding diameter and travel distance on every three samples, with single trace and multi-trace sensing materials and trace with polyimide encapsulation. Furthermore, chemo-electrical measurement with cyclic voltammetry method has been conducted to assess water possession under high humidity conditions. It is found that encapsulation might help improve the humid and mechanical reliability of the additively printed humidity sensor.
使用增材制造技术制造印刷电路板消除了昂贵的制造成本——基于软件的设计和生产允许生产灵活性,以及更快的工具修改和设计演变。此外,增材印刷技术可以应用于各种表面和形状。这种对广泛应用的适应性使设计人员能够构建新的应用,例如生物传感器。由于增材印刷湿度传感器具有灵活性和集成性的潜力,以前的一些研究都集中在开发增材印刷湿度传感器上。众所周知,在前几代温度和湿度传感器技术中,操作环境中的弯曲会导致性能下降。本研究采用直接写打印的方法,在一台nScrypt打印机上打印湿度传感器。通过研究温度系数与电阻和湿度敏感性的过程性能相互作用,完成了传感器的表征。传感器的精度、滞后、重复性、线性和稳定性与印刷配方和封装有关。进行了折叠可靠性测试,以评估传感器在操作中的可行性,以模拟现实生活中的使用条件。每13秒进行一次循环折叠运动,每三个样品具有相同的折叠直径和行程距离,单道和多道传感材料以及聚酰亚胺封装的痕量。此外,利用循环伏安法进行了化学-电测量,以评估高湿条件下的水分含量。研究发现,封装有助于提高增材打印湿度传感器的湿度可靠性和机械可靠性。
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引用次数: 0
A Control Strategy for Minimizing Temperature Fluctuations in High Power Liquid to Liquid CDUs Operated at Very Low Heat Loads 在极低热负荷下运行的大功率液对液cdu温度波动最小化的控制策略
A. Heydari, Pardeep Shahi, Vahideh Radmard, Bahareh Eslami, Uschas Chowdhury, Chandraprakash Hinge, Lochan Sai Reddy Cinthaparthy, Harold Miyamura, Himanshu Modi, D. Agonafer, Jeremy Rodriguez
The rising demand for high-performance central and graphical processing units has resulted in the need for more efficient thermal management techniques like direct-to-chip liquid cooling. Direct Liquid Cooling using cold plates is one of the most efficient and investigated cooling technologies since the 1980s. Major data and cloud providers are actively deploying liquid-cooled data center infrastructure due to rising computational demands. Liquid to liquid heat exchangers used in liquid-cooled data centers is also referred to as coolant distribution units (CDUs). Most of these CDUs selected by the data center operator is based on the heat load of the data center and the available head with that CDU. In this study, three 52U racks with six high-power TTV-based servers (Thermal Test Vehicles) in each rack were designed and deployed. Each server consists of eight GPU TTVs and six NV switch heaters. A 450-kW liquid-cooled CDU is used, and propylene glycol 25% is used as a coolant. Typical CDUs are designed to operate at 20 to 30% of the rated heat load to achieve a stable secondary coolant supply temperature. The present study will investigate the operations of CDU at very low heat loads, like 1% to 10% of the CDU’s rated capacity. At these low loads, large fluctuations in secondary side supply temperature were observed. This large fluctuation can lead to the failure of the 3-way valve used in CDUs at the primary side. In this paper, a control strategy is developed to stabilize the secondary supply temperature within ± 0.5 °C at very low loads using the combination of a flow control valve on the primary side and PID control settings within the CDU.
对高性能中央和图形处理单元的需求不断增长,导致需要更有效的热管理技术,如直接到芯片的液体冷却。使用冷板的直接液体冷却是自20世纪80年代以来最有效和研究的冷却技术之一。由于不断增长的计算需求,主要的数据和云提供商正在积极部署液冷数据中心基础设施。用于液冷数据中心的液对液热交换器也被称为冷却剂分配单元(cdu)。数据中心运营商选择的这些CDU大多是基于数据中心的热负荷和该CDU的可用机头。本研究设计并部署了3个52U机架,每个机架配有6台大功率ttv服务器(热测试车)。每台服务器由8个GPU ttv和6个NV开关加热器组成。采用450kw液冷CDU,冷却剂为25%丙二醇。典型的cdu设计为在额定热负荷的20%至30%下运行,以实现稳定的二次冷却剂供应温度。目前的研究将调查CDU在非常低的热负荷下的运行情况,比如CDU额定容量的1%到10%。在这些低负荷下,观察到二次侧电源温度的大波动。这种大的波动可能导致主侧cdu使用的三通阀失效。在本文中,开发了一种控制策略,通过结合一次侧的流量控制阀和CDU内的PID控制设置,在极低负载下将二次电源温度稳定在±0.5°C内。
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引用次数: 2
Dual-Evaporator Thermosyphon Cooling System for Electronics Cooling 电子冷却用双蒸发器热虹吸冷却系统
Filippo Cataldo, R. L. Amalfi
When dealing with thermosyphon systems for electronics cooling, there is a dearth of experimental studies addressing the physics of having multiple evaporators in parallel. Indeed, it is very common to have several processing units on the same device, such as the Central Processing Units (CPUs) and Graphics Processing Units (GPUs) on desktop computers or servers. In this study, a thermosyphon-based system composed of two evaporators and a single air-cooled condenser is designed and tested for the layout typical of a desktop computer, workstation, or crypto-currency miner. Two evaporators at different heights and orientations compose the loo: the vertical evaporator occupies the highest position, while the evaporator is horizontal and located at the bottom of the loop. The total power dissipation of the thermosyphon-based system is 880 W when both the vertical and horizontal evaporators were cooling the corresponding units. The results show that the thermosyphon can effectively cool both processing units without instabilities. Moreover, the thermosyphon system can operate safely even when one of the two evaporators is not working.
当处理用于电子冷却的热虹吸系统时,缺乏解决并行多个蒸发器的物理问题的实验研究。实际上,在同一个设备上有几个处理单元是非常常见的,例如桌面计算机或服务器上的中央处理单元(cpu)和图形处理单元(gpu)。在本研究中,设计并测试了一个基于热虹吸的系统,该系统由两个蒸发器和一个风冷冷凝器组成,适用于台式计算机、工作站或加密货币矿工的典型布局。两个不同高度和方向的蒸发器组成了厕所:垂直蒸发器占据了最高的位置,而水平蒸发器位于回路的底部。垂直蒸发器和水平蒸发器对相应机组进行冷却时,热虹吸系统的总耗电量为880 W。结果表明,热虹吸管能有效地冷却两个处理单元,且无不稳定性。此外,即使两个蒸发器中的一个不工作,热虹吸系统也可以安全运行。
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引用次数: 1
Machine Learning-Based Heat Sink Optimization Model for Single-Phase Immersion Cooling 基于机器学习的单相浸没冷却散热器优化模型
Joseph Herring, Peter Smith, Jacob Lamotte-Dawaghreh, Pratik V. Bansode, S. Saini, Rabin Bhandari, D. Agonafer
Traditional air-cooling along with corresponding heat sinks are beginning to reach performance limits, requiring lower air-supply temperatures and higher air-supply flowrates, in order to meet the rising thermal management requirements of high power-density electronics. A switch from air-cooling to single-phase immersion cooling provides significant thermal performance improvement and reliability benefits. When hardware which is designed for air-cooling is implemented within a single-phase immersion cooling regime, optimization of the heat sinks provides additional thermal performance improvements. In this study, we investigate the performance of a machine learning (ML) approach to building a predictive model of the multi-objective and multi-design variable optimization of an air-cooled heat sink for single-phase immersion-cooled servers. Parametric simulations via high fidelity CFD numerical simulations are conducted by considering the following design variables composed of both geometric and material properties for both forced and natural convection: fin height, fin thickness, number of fins, and thermal conductivity of the heat sink. Generating a databank of 864 points through CFD numerical optimization simulations, the data set is used to train and evaluate the machine learning algorithms’ ability to predict heat sink thermal resistance and pressure drop across the heat sink. Three machine learning regression models are studied to evaluate and compare the performance of polynomial regression, random forest, and neural network to accurately predict heat sink thermal resistance and pressure drop as a function of various design inputs. This approach to utilizing numerical simulations for building a databank for machine learning predictive models can be extrapolated to thermal performance prediction and parameter optimization in other electronic thermal management applications and thus reducing the design lead time significantly.
传统的空气冷却以及相应的散热器已经开始达到性能极限,需要更低的空气供应温度和更高的空气供应流量,以满足高功率密度电子产品不断增长的热管理要求。从空气冷却切换到单相浸入式冷却提供了显著的热性能改善和可靠性优势。当设计用于空气冷却的硬件在单相浸入式冷却系统中实施时,散热器的优化提供了额外的热性能改进。在这项研究中,我们研究了机器学习(ML)方法的性能,以建立用于单相浸没冷却服务器的风冷散热器的多目标和多设计变量优化的预测模型。通过高保真CFD数值模拟进行参数化模拟,考虑了强制对流和自然对流的几何和材料特性组成的设计变量:翅片高度、翅片厚度、翅片数量和散热器导热系数。通过CFD数值优化模拟生成864个点的数据库,该数据集用于训练和评估机器学习算法预测散热器热阻和散热器压降的能力。研究了三种机器学习回归模型,以评估和比较多项式回归、随机森林和神经网络的性能,以准确预测散热器热阻和压降作为各种设计输入的函数。这种利用数值模拟建立机器学习预测模型数据库的方法可以外推到其他电子热管理应用的热性能预测和参数优化中,从而显着缩短设计提前期。
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引用次数: 0
Numerical Modeling and Experimental Validation on Non-Contact Bernoulli Picker for 3D Device Stacking Process 非接触式伯努利拾取器三维器件堆积过程的数值模拟与实验验证
D. Min, M. Han, Juno Kim, Kangsan Lee, K. Lim, Euisun Choi, Seungdae Seok, Byeongjun Lee, M. Rhee
This paper focuses on numerical computation and experimental examination of Bernoulli picker, which is the essential module for the 3D stacking process for heterogeneous integration devices, to reveal the fundamental physics of non-contact die handling and to seek optimized design. We estimated the pick-up performance of the Bernoulli picker and the deformation of the die using pseudo-coupling of flow and structural analysis. We simulated the flow field around the target die and picker using the RANS equation with the k-w SST turbulence model to predict the levitation height between the picker surface and target die. Then we estimated the deformation of the die using the inertial relief approach of ABAQUS with computed pressure field information. Based on the numerical investigations, we made a prototype of a Bernoulli picker and conducted experimental measures to verify the feasibility of our design. The measured results indicate that the present numerical approach can be utilized for further optimization.
本文对异构集成器件三维堆积过程中必不可少的模块伯努利拾取器进行了数值计算和实验检验,揭示了非接触模具搬运的基本物理规律,寻求优化设计。利用流场和结构分析的伪耦合对伯努利拾取器的拾取性能和模具的变形进行了估计。利用RANS方程和k-w海温湍流模型模拟了目标模具和拾取器周围的流场,预测了拾取器表面与目标模具之间的悬浮高度。然后利用ABAQUS的惯性缓解方法,结合计算得到的压力场信息估计模具的变形。在数值研究的基础上,我们制作了一个伯努利拾取器的原型,并进行了实验测量来验证我们设计的可行性。实测结果表明,该数值方法可用于进一步优化。
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引用次数: 0
Evolution of Circuit Performance With Sustained 50°C Temperature Exposure for Additively Printed Inkjet Circuits With SMT Components 持续50°C温度下SMT元件增材印刷喷墨电路性能的演变
P. Lall, Kartik Goyal, Scott Miller
In this paper, the Inkjet printing technique is utilized to characterize the printed circuit performance with surface mount components when exposed to 50°C temperature. Functional circuits such as low pass and high pass filters are printed, and their frequency performance is studied against temperature. Additive electronics manufacturing is rapidly evolving with novel end applications due to the research efforts currently being pursued. A constant pressure of innovation is increasing on the state-of-art printing techniques to further the use and implementation that can help reduce manufacturing costs. The realization of functional additively printed circuits requires the ability to attach surface mount components on additively printed traces. However, the attachment of surface mount components on additively printed circuits is not well understood owing to the interaction of the process parameters with the realized performance of the attached components. This paper demonstrates some of the widely used circuits such as low-pass and high pass filters with surface mount components on additive printed traces. FHE has found applications in wearable product platforms. For wearable applications, it is common for electronics to sustain human body temperatures and temperature rise resulting from heat dissipation during operation. In order to simulate operational temperature exposure, the fabricated functional circuits are subjected to 50°C exposure. The viability of inkjet printed functional circuits with surface mount components and their response under sustained temperature exposure has been studied.
在本文中,喷墨印刷技术被用来表征印刷电路的性能与表面贴装元件暴露在50°C的温度。印制了低通和高通滤波器等功能电路,并研究了它们的频率特性对温度的影响。由于目前正在进行的研究工作,增材电子制造正在迅速发展,具有新颖的终端应用。为了进一步使用和实施有助于降低制造成本的最先进的印刷技术,不断创新的压力正在增加。功能性增材印刷电路的实现需要在增材印刷线路上附加表面贴装元件的能力。然而,由于工艺参数与附加元件实现性能的相互作用,表面贴装元件在增材印刷电路上的附着尚未得到很好的理解。本文介绍了一些广泛使用的电路,如低通和高通滤波器的表面贴装元件在增材印刷走线。FHE已经在可穿戴产品平台中找到了应用。对于可穿戴应用,电子产品在运行过程中维持人体温度和因散热而导致的温度升高是很常见的。为了模拟工作温度暴露,制造的功能电路受到50°C暴露。研究了表面贴装元件的喷墨印刷功能电路的可行性及其在持续温度暴露下的响应。
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引用次数: 0
Evaluation of Electromigration Coupling Different Physics Fields in Numerical Simulation 数值模拟中不同物理场耦合电迁移的评价
Chongyang Cai, Jiefeng Xu, Yangyang Lai, Junbo Yang, Huayan Wang, S. Ramalingam, G. Refai-Ahmed, Seungbae Park
With the minimization trend of component size, electromigration is becoming an increasingly important concern. Current studies mainly focused on predicting the EM time to failure (TTF) based on Black’s equation. By simulating the current and temperature, TTF of test structures can be calculated. However, the current distribution is not considered in Black’s equation and this method may not be able to describe the current redistribution and current crowding effects. Some numerical models have been developed to simulate the current redistribution and joule heating influence. Still, electromigration is a Multiphysics phenomenon that couples not only electric and thermal fields but also includes atomic diffusion and stress migration. To simulate the actual migration behavior, the influence of different physic fields needs to be considered. In this paper, we employed different physics fields on test vehicle simulations: electrical-diffusion, electrical-thermal-diffusion and structural-thermal-electric-diffusion. The results of EM behavior as well as the computational time are compared.
随着元件尺寸的小型化趋势,电迁移问题日益受到重视。目前的研究主要集中在基于布莱克方程的电磁失效时间(TTF)预测上。通过模拟电流和温度,可以计算出测试结构的TTF。但是,Black方程中没有考虑电流的分布,这种方法可能无法描述电流的再分配和电流的拥挤效应。已经建立了一些数值模型来模拟电流重分布和焦耳加热影响。电迁移是一种多物理场现象,它不仅耦合电场和热场,还包括原子扩散和应力迁移。为了模拟实际的运移行为,需要考虑不同物理场的影响。在本文中,我们采用了不同的物理场:电-扩散、电-热-扩散和结构-热-电-扩散。比较了电磁行为的计算结果和计算时间。
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引用次数: 1
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ASME 2022 International Technical Conference and Exhibition on Packaging and Integration of Electronic and Photonic Microsystems
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