Andreas C Cangellaris

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Research Output

2020

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
2019

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

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

2018

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

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

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

2017

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

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

2016

Correlation Transmission Line Matrix (CTLM) modeling of stochastic electromagnetic fields

Russer, J. A., Cangellaris, A. & Russer, P., Aug 9 2016, 2016 IEEE MTT-S International Microwave Symposium, IMS 2016. Institute of Electrical and Electronics Engineers Inc., 7540091. (IEEE MTT-S International Microwave Symposium Digest; vol. 2016-August).

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

Finite difference schemes for transient simulation of transmission lines exhibiting uncertainties

Chen, X., Schutt-Ainé, J. E. & Cangellaris, A. C., Jun 20 2016, 2016 IEEE 20th Workshop on Signal and Power Integrity, SPI 2016 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 7496311. (2016 IEEE 20th Workshop on Signal and Power Integrity, SPI 2016 - Proceedings).

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

Stochastic LIM for Transient Simulations of Printed Circuit Board Transmission Lines with Uncertainties

Chen, X., Schutt-Aine, J. E. & Cangellaris, A. C., Aug 16 2016, Proceedings - ECTC 2016: 66th Electronic Components and Technology Conference. Institute of Electrical and Electronics Engineers Inc., p. 2297-2304 8 p. 7545744. (Proceedings - Electronic Components and Technology Conference; vol. 2016-August).

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

2015

An electromagnetic model for back-drilled vias

Rong, A., Cangellaris, A. C. & Ling, F., Dec 3 2015, 2015 IEEE 24th Conference on Electrical Performance of Electronic Packaging and Systems, EPEPS 2015. Institute of Electrical and Electronics Engineers Inc., p. 47-50 4 p. 7347127. (2015 IEEE 24th Conference on Electrical Performance of Electronic Packaging and Systems, EPEPS 2015).

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

Stochastic LIM for transient simulation of circuits with uncertainties

Chen, X., Qiu, M., Schutt-Ainé, J. E. & Cangellaris, A. C., May 7 2015, 2014 IEEE 23rd Conference on Electrical Performance of Electronic Packaging and Systems, EPEPS 2014. Institute of Electrical and Electronics Engineers Inc., p. 29-32 4 p. 7103585. (2014 IEEE 23rd Conference on Electrical Performance of Electronic Packaging and Systems, EPEPS 2014).

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

2014

Fast calculation of electromagnetic interference by through-silicon vias

Rong, A., Cangellaris, A. C. & Ling, F., Sep 11 2014, Proceedings - Electronic Components and Technology Conference. Institute of Electrical and Electronics Engineers Inc., p. 2094-2098 5 p. 6897591

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

Optimal relaxation of I/O electrical requirements under packaging uncertainty by stochastic methods

Chen, X., Ochoa, J. S., Schutt-Aine, J. E. & Cangellaris, A. C., Sep 11 2014, Proceedings - Electronic Components and Technology Conference. Institute of Electrical and Electronics Engineers Inc., p. 717-722 6 p. 6897363. (Proceedings - Electronic Components and Technology Conference).

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

Preconditioned adaptive integral method for fast electromagnetic analysis of arrays of through-silicon vias

Rong, A., Cangellaris, A. C. & Ling, F., Jan 1 2014, 2014 IEEE MTT-S International Microwave Symposium, IMS 2014. Institute of Electrical and Electronics Engineers Inc., 6848535. (IEEE MTT-S International Microwave Symposium Digest).

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

Statistical analysis of fiber weave effect over differential microstrips on printed circuit boards

Zhang, T., Chen, X., Schutt-Aine, J. E. & Cangellaris, A. C., Jan 1 2014, 2014 18th IEEE Workshop on Signal and Power Integrity, SPI 2014 - Proceedings. IEEE Computer Society, 6844540. (2014 18th IEEE Workshop on Signal and Power Integrity, SPI 2014 - Proceedings).

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

The Unified-FFT algorithm for fast electromagnetic analysis of planar integrated circuits printed on layered media inside a rectangular enclosure

Rautio, B. J., Okhmatovski, V. I., Cangellaris, A. C., Rautio, J. C. & Lee, J. K., May 2014, In : IEEE Transactions on Microwave Theory and Techniques. 62, 5, p. 1112-1121 10 p., 6797982.

Research output: Contribution to journalArticle

2013

A method for modeling the impact of conductor surface roughness on waveguiding properties of interconnects

Ma, X., Ochoa, J. S. & Cangellaris, A. C., Jan 1 2013, 2013 IEEE 22nd Conference on Electrical Performance of Electronic Packaging and Systems, EPEPS 2013. IEEE Computer Society, p. 11-14 4 p. 6703456. (2013 IEEE 22nd Conference on Electrical Performance of Electronic Packaging and Systems, EPEPS 2013).

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

A strategy to optimize Modal Signaling over microstrip lines with spacing variability

Chen, X., Schutt-Aine, J. E. & Cangellaris, A. C., Aug 20 2013, 2013 17th IEEE Workshop on Signal and Power Integrity, SPI 2013. 6558338. (2013 17th IEEE Workshop on Signal and Power Integrity, SPI 2013).

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

Fast and accurate multiscale electromagnetic modeling framework: An overview

Chew, W. C., Cangellaris, A. C., Schutt-Aine, J. E., Braunisch, H., Qian, Z. G., Aydiner, A. A., Aygun, K., Jiang, L. J., Ma, Z. H., Meng, L. L. & Naeem, M., Aug 20 2013, 2013 17th IEEE Workshop on Signal and Power Integrity, SPI 2013. 6558315. (2013 17th IEEE Workshop on Signal and Power Integrity, SPI 2013).

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

Homogenization technique for transmission lines with random permittivity profiles

Ochoa, J. S. & Cangellaris, A. C., Aug 20 2013, 2013 17th IEEE Workshop on Signal and Power Integrity, SPI 2013. 6558336. (2013 17th IEEE Workshop on Signal and Power Integrity, SPI 2013).

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

Random-space dimensionality reduction for expedient yield estimation of passive microwave structures

Ochoa, J. S. & Cangellaris, A. C., Dec 1 2013, In : IEEE Transactions on Microwave Theory and Techniques. 61, 12, p. 4313-4321 9 p., 6650011.

Research output: Contribution to journalArticle

Random-space dimensionality reduction scheme for expedient analysis of microwave structures with manufacturing variability

Ochoa, J. & Cangellaris, A., Dec 1 2013, 2013 IEEE MTT-S International Microwave Symposium Digest, MTT 2013. 6697372. (IEEE MTT-S International Microwave Symposium Digest).

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

2012

A methodology for expedient analysis of the impact of disorder in periodic waveguides

Ochoa, J. S. & Cangellaris, A. C., Oct 3 2012, IMS 2012 - 2012 IEEE MTT-S International Microwave Symposium. 6259425. (IEEE MTT-S International Microwave Symposium Digest).

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

Expedient electromagnetic analysis of the impact of statistical disorder in periodic waveguides

Ochoa, J. S. & Cangellaris, A. C., Nov 29 2012, In : IEEE Transactions on Microwave Theory and Techniques. 60, 12, p. 3919-3926 8 p., 6353613.

Research output: Contribution to journalArticle

Fast analysis of the impact of interconnect routing variability on signal degradation

Ochoa, J. S. & Cangellaris, A. C., Dec 1 2012, 2012 IEEE 21st Conference on Electrical Performance of Electronic Packaging and Systems, EPEPS 2012. p. 315-318 4 p. 6457905. (2012 IEEE 21st Conference on Electrical Performance of Electronic Packaging and Systems, EPEPS 2012).

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

Fast assessment of the impact of surrounding wiring on the transmission properties of high-speed interconnect channels

Chung, J. H. & Cangellaris, A. C., Dec 1 2012, 2012 IEEE 21st Conference on Electrical Performance of Electronic Packaging and Systems, EPEPS 2012. p. 69-72 4 p. 6457845. (2012 IEEE 21st Conference on Electrical Performance of Electronic Packaging and Systems, EPEPS 2012).

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

Low-order macromodels of planar waveguides exhibiting geometric, material, and layout uncertainty

Rong, A. & Cangellaris, A. C., Oct 3 2012, IMS 2012 - 2012 IEEE MTT-S International Microwave Symposium. 6259577. (IEEE MTT-S International Microwave Symposium Digest).

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

Macro-modeling of electromagnetic domains exhibiting geometric and material uncertainty

Ochoa, J. S. & Cangellaris, A. C., Feb 1 2012, In : Applied Computational Electromagnetics Society Journal. 27, 2, p. 80-87 8 p.

Research output: Contribution to journalArticle

Reduced-order models of finite element approximations of electromagnetic devices exhibiting statistical variability

Sumant, P., Wu, H., Cangellaris, A. & Aluru, N., Jan 1 2012, In : IEEE Transactions on Antennas and Propagation. 60, 1, p. 301-309 9 p., 6019014.

Research output: Contribution to journalArticle

2011

Electromagnetic macro-modeling: An overview of current successes and future opportunities

Cangellaris, A. C., Nov 11 2011, 2011 Computational Electromagnetics International Workshop, CEM'11. p. 1-6 6 p. 6047354. (2011 Computational Electromagnetics International Workshop, CEM'11).

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

Electromagnetic macromodels and Maxwellian circuits

Cangellaris, A. C., Jun 7 2011, Final Program and Book of Abstracts - iWAT 2011: 2011 IEEE International Workshop on Antenna Technology: Small Antennas, Novel Structures and Innovative Metamaterials. p. 116-119 4 p. 5752303. (Final Program and Book of Abstracts - iWAT 2011: 2011 IEEE International Workshop on Antenna Technology: Small Antennas, Novel Structures and Innovative Metamaterials).

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

EMI/EMC modeling of packaged electronics: Challenges and opportunities

Cangellaris, A. C. & Russer, J., 2011, 2011 30th URSI General Assembly and Scientific Symposium, URSIGASS 2011. 6050760

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

Fast rational function fitting of broadband multi-port responses via repeated random sampling

Chung, J. H. & Cangellaris, A. C., Dec 1 2011, 2011 IEEE 20th Conference on Electrical Performance of Electronic Packaging and Systems, EPEPS-2011. p. 49-52 4 p. 6100183. (2011 IEEE 20th Conference on Electrical Performance of Electronic Packaging and Systems, EPEPS-2011).

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

Interconnect transient simulation in the presence of layout and routing uncertainty

Rong, A. & Cangellaris, A. C., Dec 1 2011, 2011 IEEE 20th Conference on Electrical Performance of Electronic Packaging and Systems, EPEPS-2011. p. 157-160 4 p. 6100214. (2011 IEEE 20th Conference on Electrical Performance of Electronic Packaging and Systems, EPEPS-2011).

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

Isotropic spatial filters for suppression of spurious noise waves in sub-gridded FDTD simulation

Zadehgol, A. & Cangellaris, A. C., Sep 1 2011, In : IEEE Transactions on Antennas and Propagation. 59, 9, p. 3272-3279 8 p., 5948359.

Research output: Contribution to journalArticle

Transient analysis of distributed electromagnetic systems exhibiting stochastic variability in material parameters

Rong, A. & Cangellaris, A. C., 2011, 2011 30th URSI General Assembly and Scientific Symposium, URSIGASS 2011. 6050399

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

2010

A method for enhancing the efficiency of numerical solution of time-periodic transmission line problems with highly disparate time scales

Russer, J. A. & Cangellaris, A. C., 2010, European Microwave Week 2010, EuMW2010: Connecting the World, Conference Proceedings - European Microwave Conference, EuMC 2010. p. 133-136 4 p. 5617137

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

Analysis of the impact of statistical variations on transmission-line based metamaterial structures

Ochoa, J. S. & Cangellaris, A. C., Dec 17 2010, European Microwave Week 2010, EuMW2010: Connecting the World, Conference Proceedings - European Microwave Conference, EuMC 2010. p. 1397-1400 4 p. 5616174. (European Microwave Week 2010, EuMW2010: Connecting the World, Conference Proceedings - European Microwave Conference, EuMC 2010).

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

A sparse grid based collocation method for model order reduction of finite element approximations of passive electromagnetic devices under uncertainty

Sumant, P. S., Wu, H., Cangellaris, A. C. & Aluru, N. R., Oct 15 2010, 2010 IEEE MTT-S International Microwave Symposium, MTT 2010. p. 1652-1655 4 p. 5517633. (IEEE MTT-S International Microwave Symposium Digest).

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

A sparse grid based collocation method for model order reduction of finite element models of MEMS under uncertainty

Sumant, P., Wu, H., Cangellaris, A. & Aluru, N., Nov 9 2010, Nanotechnology 2010: Electronics, Devices, Fabrication, MEMS, Fluidics and Computational - Technical Proceedings of the 2010 NSTI Nanotechnology Conference and Expo, NSTI-Nanotech 2010. p. 577-580 4 p. (Nanotechnology 2010: Electronics, Devices, Fabrication, MEMS, Fluidics and Computational - Technical Proceedings of the 2010 NSTI Nanotechnology Conference and Expo, NSTI-Nanotech 2010; vol. 2).

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

A study on the electrical properties of the power distribution network using a hybrid domain decomposition method

Kollia, V., Cangellaris, A. C. & Luschas, M., Sep 17 2010, Proceedings of the 2nd Asia Symposium on Quality Electronic Design, ASQED 2010. p. 337-342 6 p. 5548312. (Proceedings of the 2nd Asia Symposium on Quality Electronic Design, ASQED 2010).

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