Advanced FOPoP technology in heterogeneous integration: Finite element analysis with element birth and death technique

IF 3.5 2区 计算机科学 Q2 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Simulation Modelling Practice and Theory Pub Date : 2024-11-20 DOI:10.1016/j.simpat.2024.103041
Mei-Ling Wu, Jin-Yu Wu
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Abstract

This research investigates the advanced applications of Fan-Out Package-on-Package (FOPoP) technology within heterogeneous integration, highlighting its critical role in artificial intelligence (AI), big data analytics, and 5 G communication systems. Heterogeneous integration technology, which merges diverse components and technologies into a single package, is essential for addressing the increasing demands of modern electronic systems. However, wafer warpage during the FOPoP manufacturing process poses a significant challenge, impacting yield, chip alignment, and handling. We employ Finite Element Analysis (FEA) to tackle this issue using the element birth and death technique for process-oriented simulations. Our method innovatively utilizes both the backside and frontside Redistribution Layer (RDL) to create vertical interconnections within the FOPoP structure. The simulation process includes 11 stages: backside RDL electroplating, Polyimide (PI) curing, Molding Compound (MC) curing, frontside RDL electroplating, and PI curing. Comparing the simulated FOPoP wafer warpage values at each stage with experimental data, we consistently found discrepancies under 10 %, validating the accuracy of our simulations. Additionally, we identify effective strategies to reduce FOPoP wafer warpage through parameter analysis, such as lowering copper trace density in the RDL and increasing the die area ratio, thereby improving manufacturing yield. This research advances the understanding of FOPoP technology in heterogeneous integration and provides a robust framework for its application in next-generation electronic systems.
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异构集成中的先进FOPoP技术:基于单元生死技术的有限元分析
本研究探讨了扇出包对包(FOPoP)技术在异构集成中的先进应用,强调了其在人工智能(AI)、大数据分析和5g通信系统中的关键作用。异构集成技术将不同的组件和技术合并到一个单一的封装中,对于满足现代电子系统日益增长的需求至关重要。然而,在FOPoP制造过程中,晶圆翘曲带来了重大挑战,影响良率,芯片对准和处理。我们使用有限元分析(FEA)来解决这个问题,使用面向过程模拟的元素生与死技术。我们的方法创新地利用了背面和正面再分布层(RDL)来创建FOPoP结构内的垂直互连。模拟过程包括11个阶段:背面RDL电镀、聚酰亚胺(PI)固化、模塑化合物(MC)固化、正面RDL电镀和PI固化。将模拟的FOPoP晶圆在每个阶段的翘曲值与实验数据进行比较,我们发现误差始终在10%以下,验证了模拟的准确性。此外,我们通过参数分析确定了减少FOPoP晶圆翘曲的有效策略,例如降低RDL中的铜迹密度和增加模具面积比,从而提高制造成品率。该研究促进了对异构集成中FOPoP技术的理解,并为其在下一代电子系统中的应用提供了一个强大的框架。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Simulation Modelling Practice and Theory
Simulation Modelling Practice and Theory 工程技术-计算机:跨学科应用
CiteScore
9.80
自引率
4.80%
发文量
142
审稿时长
21 days
期刊介绍: The journal Simulation Modelling Practice and Theory provides a forum for original, high-quality papers dealing with any aspect of systems simulation and modelling. The journal aims at being a reference and a powerful tool to all those professionally active and/or interested in the methods and applications of simulation. Submitted papers will be peer reviewed and must significantly contribute to modelling and simulation in general or use modelling and simulation in application areas. Paper submission is solicited on: • theoretical aspects of modelling and simulation including formal modelling, model-checking, random number generators, sensitivity analysis, variance reduction techniques, experimental design, meta-modelling, methods and algorithms for validation and verification, selection and comparison procedures etc.; • methodology and application of modelling and simulation in any area, including computer systems, networks, real-time and embedded systems, mobile and intelligent agents, manufacturing and transportation systems, management, engineering, biomedical engineering, economics, ecology and environment, education, transaction handling, etc.; • simulation languages and environments including those, specific to distributed computing, grid computing, high performance computers or computer networks, etc.; • distributed and real-time simulation, simulation interoperability; • tools for high performance computing simulation, including dedicated architectures and parallel computing.
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A mixed crowd movement model incorporating chasing behavior Quality matters: A comprehensive comparative study of edge computing simulators Advanced FOPoP technology in heterogeneous integration: Finite element analysis with element birth and death technique Improvement and performance analysis of constitutive model for rock blasting damage simulation Cost optimization and ANFIS computing for M/M/(R+c)/N queue under admission control policy and server breakdown
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