Faculty

Institution

Unit

Venue

Andreas C Cangellaris

Professor

University of Illinois Urbana-Champaign

Affiliations

The Grainger College of Engineering

Department of Electrical and Computer Engineering

Andreas C Cangellaris is currently serving as an Electrical And Computer Engineering Professor at University of Illinois Urbana-Champaign.

Honors

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Experiences

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Education

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Andreas C Cangellaris

University of Illinois Urbana-Champaign

Professor

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electrical engineering computational electromagnetics electromagnetic compatibility engineering electromagnetic fields computer engineering numerical analysis transmission line applied mathematics integrated circuits computational engineering interconnect (integrated circuits) circuit simulation microwave technology numerical mathematics microelectronics finite element methods electromagnetic waves finite element method in structural mechanics electronic packaging numerical method for partial differential equation partial differential equations circuit analysis numerical algorithms vlsi circuit reduced order modeling microwave engineering numerical simulations high-frequency approximation boundary element methods numerical computation power delivery scientific computing electrical transmission method of fundamental solution advanced packaging (semiconductors) device modeling electronics wave scattering power electronics electrical insulation boundary value problems circuit design model order reduction transmission lines power networks microwave transmission transmission system interconnection networks wave propagation computer-aided design electric power distribution power distribution network rational function fitting power system transient nonlinear circuits electromagnetic scattering advanced dielectric guided-wave optic unstructured mesh generation channel model electromagnetic modeling integral equation new methodology reliability engineering electric power transmission spatial discretization rational function integral equation method bymoment method sensitivity analysis monte carlo methods electromagnetic radiation transmission line equations finite methods peec models systems engineering electronic design design automation modeling and simulation

Notable Scholarly Works

Notable Federal Grants

Collaborators

Constrained Gaussian Process for Signal Integrity Applications Using Variational Inference. 2022 IEEE/MTT-S International Microwave Symposium - IMS 2022 (2023)

Thong NguyenBobi ShiHanzhi MaEr-Ping LiAndreas CangellarisJose Schutt-Aine

uncertainty quantificationstatistical signal processingapproximate bayesian computationregression modelstatistical inferencegaussian analysisbayesian analysisgaussian processstatistical methodologyconstrained gaussian processsignal processingcomputer scienceapplied mathematics

Modular Neural Network-Based Models of High-Speed Link Transceivers. IEEE Transactions on Components Packaging and Manufacturing Technology (2023)

Yixuan ZhaoThong NguyenHanzhi MaEr-Ping LiAndreas C. CangellarisJosé E. Schutt-Ainé

neural architecture searchneural network (machine learning)computer engineeringcommunications systemscircuit designkernel matricesneural computationfield programmable gate arrayhigh-speed link transceiverstransmissionsignal processingmodular transceiver modelscomputer sciencevlsi circuit

Nonlinear Transport and Heat Dissipation in Metallic Carbon Nanotubes. Phys. Rev. Lett. (2023)

Marcelo A. KurodaAndreas CangellarisJean-Pierre Leburton

physicsnonlinear transportelectronic materialsone-dimensional materialsnanoelectronicsthermal transportcarbonheat dissipationmetallic carbon nanotubesapplied physicscarbon nanotubes

Recent Progress on Signal Integrity Modeling of Neuromorphic Chips by the Peec Method. (2023)

Hanzhi MaTuomin TaoQuankun ChenDa LiJose Schutt-AineAndreas CangellarisEr-Ping Li

neuromorphic chipsbrain-like computingrecent progresscomputer engineeringneuromorphic engineeringcircuit designintegrated circuitsneural computationelectronicsbiomedical circuitselectrical engineeringneural engineeringmicroelectronicsvlsi technologyneurosciencesignal integrity modelingvlsi circuit

A Fast Optimization Method for High-Speed Link Inverse Design With Svr-as Algorithm. IEEE Transactions on Signal and Power Integrity (2022)

Hanzhi MaDa LiEr-Ping LiAndreas C. CangellarisXu Chen

systems engineeringdesign optimizationengineering optimizationcomputational optimizationinverse designactive variablescomputer engineeringcomputational engineeringinequality constraintsinverse problemsglobal optimizationnonlinear optimization

Cascading Neural Network Blocks of Transistor Level Transceiver Models. 2022 Asia-Pacific International Symposium on Electromagnetic Compatibility (APEMC) (2022)

Yixuan ZhaoHanzhi MaAndreas CangellarisEr-Ping LiJose E. Schutt-Aine

feed-forward neural networkvlsi technologycircuit simulationcomputer engineeringcomputational engineeringcircuit designelectronic circuitsintegrated circuitsneural computationmodeling and simulationanalog behavioral modelingcircuit analysiselectrical engineeringneural network blocksconventional ibis-ami modelsneural network (machine learning)vlsi circuit

Channel Inverse Design Using Tandem Neural Network. (2022)

Hanzhi MaEr-Ping LiYuechen WangBobi ShiJose Schutt-AineAndreas CangellarisXu Chen

systems engineeringchannel modelcomputer engineeringchannel estimationdigital signal processingchannel inverse designinverse neural networkneural network (machine learning)tandem nn

Modeling Cascade-Able Transceiver Blocks With Neural Network for High Speed Link Simulation. (2022)

Yixuan ZhaoThong NguyenHanzhi MaEr-Ping LiAndreas CangellarisJose E. Schutt-Aine

feed-forward neural networkneural networkcircuit simulationcomputer engineeringcomputational engineeringcircuit designintegrated circuitsmodeling and simulationfield programmable gate arrayelectrical engineeringneural network (machine learning)cascade-able transceiver blocksengineeringvlsi circuit

Uncertainty Quantification of Signal Integrity Analysis for Neuromorphic Chips. IEEE Transactions on Signal and Power Integrity (2022)

Hanzhi MaDa LiTuomin TaoXingjian ShangguanEn-Xiao LiuJose Schutt-AineAndreas C. CangellarisEr-Ping Li

uncertainty quantificationneuromorphic chipssoft computingbrain-like computingcomputer engineeringcomputational engineeringneuromorphic engineeringbasis functionsdigital signal processingneural computationneural engineeringsignal processingneural network (machine learning)engineeringvlsi circuit

Comparative Study of Surrogate Modeling Methods for Signal Integrity and Microwave Circuit Applications. IEEE Transactions on Components Packaging and Manufacturing Technology (2021)

Thong NguyenBobi ShiHanzhi MaEr-Ping LiXu ChenAndreas C. CangellarisJose Schutt-Aine

computational optimizationcomparative studycircuit simulationmodel optimizationmathematical optimizationcomputer engineeringcircuit designsurrogate modelsmodeling and simulationsurrogate modeling methodssignal processingapplied mathematics

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Andreas C Cangellaris

Professor

University of Illinois Urbana-Champaign

Affiliations

The Grainger College of Engineering

Department of Electrical and Computer Engineering

Andreas C Cangellaris is currently serving as an Electrical And Computer Engineering Professor at University of Illinois Urbana-Champaign.

Honors

Create free account to unlock more features

Experiences

Create free account to unlock more features

Education

Create free account to unlock more features

Andreas C Cangellaris

University of Illinois Urbana-Champaign

Professor

You can click a keyword to filter the displayed items

Notable Scholarly Works

Notable Federal Grants

Collaborators

Constrained Gaussian Process for Signal Integrity Applications Using Variational Inference. 2022 IEEE/MTT-S International Microwave Symposium - IMS 2022 (2023)

Thong NguyenBobi ShiHanzhi MaEr-Ping LiAndreas CangellarisJose Schutt-Aine

Modular Neural Network-Based Models of High-Speed Link Transceivers. IEEE Transactions on Components Packaging and Manufacturing Technology (2023)

Yixuan ZhaoThong NguyenHanzhi MaEr-Ping LiAndreas C. CangellarisJosé E. Schutt-Ainé

Nonlinear Transport and Heat Dissipation in Metallic Carbon Nanotubes. Phys. Rev. Lett. (2023)

Marcelo A. KurodaAndreas CangellarisJean-Pierre Leburton

physicsnonlinear transportelectronic materialsone-dimensional materialsnanoelectronicsthermal transportcarbonheat dissipationmetallic carbon nanotubesapplied physicscarbon nanotubes

Recent Progress on Signal Integrity Modeling of Neuromorphic Chips by the Peec Method. (2023)

Hanzhi MaTuomin TaoQuankun ChenDa LiJose Schutt-AineAndreas CangellarisEr-Ping Li

A Fast Optimization Method for High-Speed Link Inverse Design With Svr-as Algorithm. IEEE Transactions on Signal and Power Integrity (2022)

Hanzhi MaDa LiEr-Ping LiAndreas C. CangellarisXu Chen

Cascading Neural Network Blocks of Transistor Level Transceiver Models. 2022 Asia-Pacific International Symposium on Electromagnetic Compatibility (APEMC) (2022)

Yixuan ZhaoHanzhi MaAndreas CangellarisEr-Ping LiJose E. Schutt-Aine

Channel Inverse Design Using Tandem Neural Network. (2022)

Hanzhi MaEr-Ping LiYuechen WangBobi ShiJose Schutt-AineAndreas CangellarisXu Chen

systems engineeringchannel modelcomputer engineeringchannel estimationdigital signal processingchannel inverse designinverse neural networkneural network (machine learning)tandem nn

Modeling Cascade-Able Transceiver Blocks With Neural Network for High Speed Link Simulation. (2022)

Yixuan ZhaoThong NguyenHanzhi MaEr-Ping LiAndreas CangellarisJose E. Schutt-Aine

Uncertainty Quantification of Signal Integrity Analysis for Neuromorphic Chips. IEEE Transactions on Signal and Power Integrity (2022)

Hanzhi MaDa LiTuomin TaoXingjian ShangguanEn-Xiao LiuJose Schutt-AineAndreas C. CangellarisEr-Ping Li

Comparative Study of Surrogate Modeling Methods for Signal Integrity and Microwave Circuit Applications. IEEE Transactions on Components Packaging and Manufacturing Technology (2021)

Thong NguyenBobi ShiHanzhi MaEr-Ping LiXu ChenAndreas C. CangellarisJose Schutt-Aine

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Similar Faculty Members

Jiming Song

Institution

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electromagnetism

electromagnetic wave

Elyse Rosenbaum

Institution

University of Illinois Urbana-Champaign

circuit simulation

reliability engineering

Jose E Schutt-Aine

Institution

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circuit simulation

Jianming Jin

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electromagnetic field

electromagnetic compatibility

Martin D F Wong

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engineering

combinatorial optimization

Pai-Yen Chen

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microwave technology

Balasubramaniam Shanker

Institution

Ohio State University

electromagnetism

electromagnetic wave

Tamal Mukherjee

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Carnegie Mellon University

digital manufacturing

computer architecture

Madhavan Swaminathan

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semiconductor device fabrication

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