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Publication Year

  • 2020
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Author

  • Andreas C Cangellaris
Article

Support Vector Regression-Based Active Subspace (SVR-AS) Modeling of High-Speed Links for Fast and Accurate Sensitivity Analysis

Ma, H., Li, E. P., Cangellaris, A. C. & Chen, X., Jan 1 2020, In : IEEE Access. 8, p. 74339-74348 10 p., 9068208.

Research output: Contribution to journalArticle

Open Access
Conference contribution

Adaptive wavelet stochastic collocation for resonant transmission line circuits

Yang, A. S., Chen, X., Schutt-Aine, J. E. & Cangellaris, A. C., Apr 2 2018, 2017 IEEE 26th Conference on Electrical Performance of Electronic Packaging and Systems, EPEPS 2017. Institute of Electrical and Electronics Engineers Inc., p. 1-3 3 p. (2017 IEEE 26th Conference on Electrical Performance of Electronic Packaging and Systems, EPEPS 2017; vol. 2018-January).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

A machine learning methodology for inferring network S-parameters in the presence of variability

Ma, X., Raginsky, M. & Cangellaris, A. C., Jun 29 2018, 2018 IEEE 22nd Workshop on Signal and Power Integrity, SPI 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 1-4 4 p. (2018 IEEE 22nd Workshop on Signal and Power Integrity, SPI 2018 - Proceedings).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Comparison of Machine Learning Techniques for Predictive Modeling of High-Speed Links

Ma, H., Li, E. P., Cangellaris, A. C. & Chen, X., Oct 2019, 2019 IEEE 28th Conference on Electrical Performance of Electronic Packaging and Systems, EPEPS 2019. Institute of Electrical and Electronics Engineers Inc., 9073018. (2019 IEEE 28th Conference on Electrical Performance of Electronic Packaging and Systems, EPEPS 2019).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Deep Learning Method for Prediction of Planar Radiating Sources from Near-Field Intensity Data

Ma, H., Li, E. P., Schutt-Aine, J. & Cangellaris, A. C., Jul 2019, 2019 IEEE International Symposium on Electromagnetic Compatibility, Signal and Power Integrity, EMC+SIPI 2019. Institute of Electrical and Electronics Engineers Inc., p. 610-615 6 p. 8825271. (2019 IEEE International Symposium on Electromagnetic Compatibility, Signal and Power Integrity, EMC+SIPI 2019).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

FFT-based macromodeling of power delivery network with uncertainties using latency insertion method

Kummerer, R. F., Chen, X., Schutt-Aine, J. E. & Cangellaris, A. C., Jun 7 2017, 2017 IEEE 21st Workshop on Signal and Power Integrity, SPI 2017 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 7944035. (2017 IEEE 21st Workshop on Signal and Power Integrity, SPI 2017 - Proceedings).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

FFT-based macromodeling of power delivery network with uncertainties using Latency Insertion Method and stochastic collocation

Kummerer, R. F., Chen, X., Schutt-Aine, J. E. & Cangellaris, A. C., Jan 20 2018, 2017 IEEE Electrical Design of Advanced Packaging and Systems Symposium, EDAPS 2017. Institute of Electrical and Electronics Engineers Inc., p. 1-3 3 p. (2017 IEEE Electrical Design of Advanced Packaging and Systems Symposium, EDAPS 2017; vol. 2018-January).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Monte Carlo estimation of sparse grid interpolation residual for stochastic collocation of high-order systems with uncertainties

Chen, X., Ma, X., Rong, A., Schutt-Aine, J. E. & Cangellaris, A. C., Jun 7 2017, 2017 IEEE 21st Workshop on Signal and Power Integrity, SPI 2017 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 7944004. (2017 IEEE 21st Workshop on Signal and Power Integrity, SPI 2017 - Proceedings).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Stochastic electromagnetic-circuit simulation for system-level EMI analysis

Ma, X., Chen, X., Rong, A., Schutt-Aine, J. E. & Cangellaris, A. C., Oct 20 2017, 2017 IEEE International Symposium on Electromagnetic Compatibility, Signal and Power Integrity, EMCSI 2017 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 118-123 6 p. 8077852. (IEEE International Symposium on Electromagnetic Compatibility).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Stochastic LIM for Transient Solution of Electromagnetic and Circuit Problems with Uncertainties

Chen, X., Schutt-Aine, J. E. & Cangellaris, A. C., May 10 2019, 2019 International Applied Computational Electromagnetics Society Symposium in Miami, ACES-Miami 2019. Institute of Electrical and Electronics Engineers Inc., 8712858. (2019 International Applied Computational Electromagnetics Society Symposium in Miami, ACES-Miami 2019).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Stochastic LIM for uncertainty characterization of fiber-weave effect on coupled transmission lines

Chen, X., Schutt-Ainé, J. E. & Cangellaris, A. C., Jan 20 2018, 2017 IEEE Electrical Design of Advanced Packaging and Systems Symposium, EDAPS 2017. Institute of Electrical and Electronics Engineers Inc., p. 1-3 3 p. (2017 IEEE Electrical Design of Advanced Packaging and Systems Symposium, EDAPS 2017; vol. 2018-January).

Research output: Chapter in Book/Report/Conference proceedingConference contribution