Modeling S-parameters of Interconnects using Periodic Gaussian Process Kernels

Author:

Garbuglia Federico1,Spina Domenico1,Reuschel Torsten2,Schuster Christian3,Deschrijver Dirk1,Dhaene Tom1

Affiliation:

1. Ghent University-imec,IDLab,Ghent,Belgium

2. University of New Brunswick,Fredericton,NB,Canada

3. Hamburg University of Technology,Hamburg,Germany

Publisher

IEEE

Reference10 articles.

1. Bayesian Active Learning for Radiation Pattern Sampling Over Cylindrical Surfaces

2. Gaussian process kernels for pattern discovery and extrapolation;wilson;Proceedings of the 30th International Conference on Machine Learning ser Proceedings of Machine Learning Research,2013

3. Efficient Prediction of Equalization Effort and Channel Performance for PCB-Based Data Links

4. Regression

5. Machine Learning and Uncertainty Quantification for Surrogate Models of Integrated Devices With a Large Number of Parameters

Cited by 2 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. Application of Gaussian Process Regression for Data Efficient Prediction of PCB-Based Power Delivery Network Impedance Features;2024 IEEE 28th Workshop on Signal and Power Integrity (SPI);2024-05-12

2. Automated Generation and Correlation of Physics-Based Via Models with Full-Wave Simulation for an SI/PI Database;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