Faculty

Institution

Unit

Venue

Umberto Ravaioli

Professor

University of Illinois Urbana-Champaign

Affiliations

The Grainger College of Engineering

Department of Electrical and Computer Engineering

Umberto Ravaioli 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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Umberto Ravaioli

University of Illinois Urbana-Champaign

Professor

You can click a keyword to filter the displayed items

applied physics electronics semiconductors physics electrical engineering solid-state electronics electronic materials device modeling microelectronics semiconductor devices quantum science nanoelectronics condensed matter physics quantum materials condensed matter computational physics numerical simulations monte carlo computer engineering semiconductor technology monte carlo methods quantum heterostructures quantum mechanics electron configuration carbon bias temperature instability thermal transport quantum simulation circuit simulation charge transport electronic engineering quantum devices carbon-based materials vlsi technology nanoscale modeling phonons charge carrier transport semiconductor materials thermal engineering lightwave technology ion process advanced functional materials quantum technologies thermoelectric materials electron physic numerical method for partial differential equation gan power device vlsi circuit biomedical circuits thermal conductivity solid-state physics thermal conduction ion channels biophysical review quantum solid quantum dynamics electric field monte carlo simulation electrical insulation disordered quantum system terahertz technique terahertz science electron density categoryquantum electronics transistor action monte carlo study electronic properties ensemble monte carlo band gap computational electronics quantum interference electrostatic potential quantum electron density quantum correction double-gate mosfets open boundaries biological systems computational materials science semiconductor device simulation nanocomputing

Notable Scholarly Works

Notable Federal Grants

Collaborators

Synthesis of Mr Fingerprinting Information From Magnitude-Only Mr Imaging Data Using a Parallelized, Multi Network U-Net Convolutional Neural Network. Frontiers in Radiology (2024)

Kiaran P. McGeeYi SuiRobert J. WitteAnanya PandaNorbert G. CampeauThomaz R. MostardeiroNahil SobhUmberto RavaioliShuyue (Lucia) ZhangKianoush FalahkheirkhahNicholas B. LarsonChristopher G. SchwarzJeffrey L. Gunter

medical image computingneural computationconvolutional neural networksmr fingerprintingdeep learningmedical imagingmagnetic resonance imagingneurosciencemedical image analysisradiologyquantitative assessmentneural network (machine learning)digital image processingnovel methodbiomedical imaging

Online Nanobio Tools. (2021)

Umberto RavaioliNahil Sobh

biological engineeringnanoreactoronline nanobio toolsbiotechnologynanoparticle researchnanobiotechnology

Open Source Nanobio Tools. (2021)

Umberto RavaioliNahil Sobh

biological engineeringnanoreactornature methodbiotechnologynanobiotechnology

Knowledge-Guided Analysis of"Omics" Data Using the Knoweng Cloud Platform. PLoS Biology (2020)

Charles BlattiAmin EmadMatthew J. BerryLisa GatzkeMilt EpsteinDaniel LanierPramod RizalJing GeXiaoxia LiaoOmar SobhMike LambertCorey S. PostJinfeng XiaoPeter GrovesAidan T. EpsteinXi ChenSubhashini SrinivasanErik LehnertKrishna R. KalariLiewei WangRichard M. WeinshilboumJun S. SongC. Victor JongeneelJiawei HanUmberto RavaioliNahil SobhColleen B. BushellSaurabh Sinha

expression signature analysistranslational bioinformaticsknowledge-based systemsknowledge discoverybiomedical informaticsknoweng cloud platformdata integrationbiomedical data integrationmolecular informaticsknowledge-guided analysisdata miningdata sciencescientific datasystems biologyomicsbioinformatics

Phonon Dissipation in Nanostructured Semiconductor Devices: Dispersing Heat is Critical for Continued Integrated Circuit Progress. IEEE Nanotechnology Magazine (2019)

Mohamed MohamedKaterina RalevaUmberto RavaioliDragica VasileskaZlatan Aksamija

phonon dissipationsolid-state electronicstechnology scalingelectronicssemiconductor devicesnanotechnologyelectronic materialselectrical engineeringheat dissipationintegrated circuitssemiconductorsdispersing heatapplied physicsmicroelectronicsnanoelectronicssemiconductor device fabrication

Prediction and Optimization of Mechanical Properties of Composites Using Convolutional Neural Networks. Composite Structures (2019)

Diab W. AbueiddaMohammad AlmasriRami AmmourahUmberto RavaioliIwona M. JasiukNahil A. Sobh

convolutional neural networkscomposite scienceengineeringcomposite technologymechanical engineeringcomposite materialsmechanical scienceadvanced composite material (engineering)composite constructioncomposite structuresmechanics of materialsmechanical performanceconstitutive modelingmechanical propertiesmaterials sciencestructural optimization

CLUSTERENG: An Interactive Educational Web Resource for Clustering and Visualizing High-Dimensional Data. PeerJ Computer Science (2018)

Mohith ManjunathYi ZhangYeonsung KimSteve H. YeoOmar SobhNathan RussellChristian FollowellColleen BushellUmberto RavaioliJun S. Song

computer scienceinteractive visualizationknowledge discoveryclusteringclustering engineinformation visualizationdata and information visualizationweb resourceinteractive data explorationvisual data miningdata miningdata sciencemethods clusterengcluster computingvisualizationvisual analyticscomputational visualization

Design Guidelines and Limitations of Multilayer Two-Dimensional Vertical Tunneling Fets for Ultralow Power Logic Applications. (2018)

Shang-Chun LuYuanchen ChuYoungseok KimMohamed Y. MohamedGerhard KlimeckTomas PalaciosUmberto Ravaioli

solid-state electronicsdevice modelingother tfetselectronicsengineeringblack phosphorusbottom layerelectrical engineeringintegrated circuitssemiconductorsapplied physicscondensed matter physicsmicroelectronicsnanoelectronicsvlsi technology

Geometric Property Estimation Based on Raman Spetra Measurement Using Machine Learning. (2018)

Michael K. JoUmberto Ravaioli

geometric propertyprincipal component analysiscarbongeometric property estimationspectroscopyraman spectroscopymachine learningspectroscopic methodsgraphenedata scienceapplied physicsmaterials sciencecarbon-based materials

Moving Mesh Adaptation for Si and Gan-Based Power Device Simulation. Journal of Computational Electronics (2018)

Fawad IsmailPalash SarkerMohamed MohamedKyekyoon KimUmberto Ravaioli

computational engineeringpower devicesdevice modelingelectronicsgan power deviceengineeringpower semiconductor devicesmesh adaptationelectrical engineeringcomputer engineeringpower electronicsmodeling and simulationsemiconductorscircuit simulation

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Umberto Ravaioli

Professor

University of Illinois Urbana-Champaign

Affiliations

The Grainger College of Engineering

Department of Electrical and Computer Engineering

Umberto Ravaioli 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

Umberto Ravaioli

University of Illinois Urbana-Champaign

Professor

You can click a keyword to filter the displayed items

Notable Scholarly Works

Notable Federal Grants

Collaborators

Synthesis of Mr Fingerprinting Information From Magnitude-Only Mr Imaging Data Using a Parallelized, Multi Network U-Net Convolutional Neural Network. Frontiers in Radiology (2024)

Online Nanobio Tools. (2021)

Umberto RavaioliNahil Sobh

biological engineeringnanoreactoronline nanobio toolsbiotechnologynanoparticle researchnanobiotechnology

Open Source Nanobio Tools. (2021)

Umberto RavaioliNahil Sobh

biological engineeringnanoreactornature methodbiotechnologynanobiotechnology

Knowledge-Guided Analysis of"Omics" Data Using the Knoweng Cloud Platform. PLoS Biology (2020)

Phonon Dissipation in Nanostructured Semiconductor Devices: Dispersing Heat is Critical for Continued Integrated Circuit Progress. IEEE Nanotechnology Magazine (2019)

Mohamed MohamedKaterina RalevaUmberto RavaioliDragica VasileskaZlatan Aksamija

Prediction and Optimization of Mechanical Properties of Composites Using Convolutional Neural Networks. Composite Structures (2019)

Diab W. AbueiddaMohammad AlmasriRami AmmourahUmberto RavaioliIwona M. JasiukNahil A. Sobh

CLUSTERENG: An Interactive Educational Web Resource for Clustering and Visualizing High-Dimensional Data. PeerJ Computer Science (2018)

Mohith ManjunathYi ZhangYeonsung KimSteve H. YeoOmar SobhNathan RussellChristian FollowellColleen BushellUmberto RavaioliJun S. Song

Design Guidelines and Limitations of Multilayer Two-Dimensional Vertical Tunneling Fets for Ultralow Power Logic Applications. (2018)

Shang-Chun LuYuanchen ChuYoungseok KimMohamed Y. MohamedGerhard KlimeckTomas PalaciosUmberto Ravaioli

Geometric Property Estimation Based on Raman Spetra Measurement Using Machine Learning. (2018)

Michael K. JoUmberto Ravaioli

Moving Mesh Adaptation for Si and Gan-Based Power Device Simulation. Journal of Computational Electronics (2018)

Fawad IsmailPalash SarkerMohamed MohamedKyekyoon KimUmberto Ravaioli

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