ISOP: Machine Learning-Assisted Inverse Stack-Up Optimization for Advanced Package Design

Author:

Chae Hyunsu1,Mutnury Bhyrav2,Zhu Keren1,Wallace Douglas2,Winterberg Douglas2,De Araujo Daniel3,Reddy Jay2,Klivans Adam4,Pan David Z.1

Affiliation:

1. The University of Texas at Austin,ECE Department,Austin,TX,USA

2. Dell Infrastructure Solutions Group,Round Rock,TX,USA

3. Electronic Board Systems, Siemens EDA,Austin,TX,USA

4. The University of Texas at Austin,CS Department,Austin,TX,USA

Funder

NSF

Publisher

IEEE

Reference26 articles.

1. Online and offline machine learning for industrial design flow tuning;ziegler;Proc ICCAD,0

2. METRICS2.1 and flow tuning in the IEEE CEDA robust design flow and OpenROAD;jung;Proc ICCAD,0

3. FlowTuner: A Multi-Stage EDA Flow Tuner Exploiting Parameter Knowledge Transfer

4. FIST: A Feature-Importance Sampling and Tree-Based Method for Automatic Design Flow Parameter Tuning

5. Practical bayesian optimization of machine learning algorithms;snoek;Proc NIPS,0

Cited by 4 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Multiobjective Optimization for PSIJ Mitigation and Impedance Improvement Based on PCPS/DR-NSDE in Chiplet-Based 2.5-D Systems;IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems;2024-08

2. ISOP-Yield: Yield-Aware Stack-Up Optimization for Advanced Package using Machine Learning;2024 29th Asia and South Pacific Design Automation Conference (ASP-DAC);2024-01-22

3. ISOP+: Machine Learning-Assisted Inverse Stack-Up Optimization for Advanced Package Design;IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems;2024-01

4. Method of Exploring HVM Process Corner Cases for Loss and Impedance in High Speed Designs;2023 IEEE 32nd Conference on Electrical Performance of Electronic Packaging and Systems (EPEPS);2023-10-15

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3