Faculty

Institution

Unit

Venue

Carolyn L Beck

Professor

UIUC

Affiliations

The Grainger College of Engineering

Department of Industrial and Enterprise Systems Engineering

Industrial & Enterprise Systems Engineering

Carolyn L Beck is currently serving as an Industrial And Enterprise Systems Engineering Professor at Uiuc.

Honors

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Experiences

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Education

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Carolyn L Beck

UIUC

Professor

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applied mathematics systems engineering computer science control systems network analysis control optimization computational optimization automatic control network science systems modeling mathematical optimization control system technology dynamical systems nonlinear systems infectious diseases communicable diseases distributed systems uncertainty quantification networked system design combinatorial optimization mathematical bioscience infectious disease modelling model reduction mathematical biology global networks fractional calculus anesthesia numerical algorithms system science robust control reduced order modeling network dynamics epidemiological dynamic linear control contact network viral dynamics mathematical control theory dynamic networks fractional-order systems linear systems computational epidemiology network optimization uncertain systems virus research distributed constraint optimization power system optimization balanced truncation convergence rate realization theory observability stochastic optimization network traffic control wind energy technology wind power generation uncertainty modeling graph algorithms non-operating room anesthesia network performance congestion control control engineering control design deterministic annealing dynamic coverage human response model-based control technique simulated annealing graph analysis complete generalization anesthesia delivery wind turbine arrays epidemic equilibria healthy equilibrium minimal lft realizations human awareness markov chains underlying network clustering data clustering modeling and simulation cybernetics

Notable Scholarly Works

Notable Federal Grants

Collaborators

Distributed Dual Subgradient Methods With Averaging and Applications to Grid Optimization. Journal of Optimization Theory and Applications (2024)

Haitian LiuSubhonmesh BoseHoa Dinh NguyenYe GuoThinh T. DoanCarolyn L. Beck

approximation theorynumerical analysismathematical optimizationdual subgradient methodsapplied mathematicsgrid optimizationcomputer sciencenumerical algorithmscomputational optimizationcontinuous optimizationconvex optimizationdistributed constraint optimizationnumerical linear algebra

Forty Plus Years of Model Reduction and Still Learning. (2024)

A. AstolffC. L. BeckD. BhattacharjeeY. KawanoA. MoreschiniH. SandbergJ. M. A. Scherpen

model selectioncomputational intelligencemachine learning researchmodel analysisdata modelingstatistical methodologymachine learningdata sciencemodel refinementmodel buildingforty plus years

Modeling and Analysis of a Coupled Sis Bi-Virus Model. Automatica (2024)

Sebin GracyPhilip E. ParéJi LiuHenrik SandbergCarolyn L. BeckKarl Henrik JohanssonTamer Başar

virologysystems engineeringviral dynamicsmathematical biologyinfectious diseasessystems modelingmedical virologyinfectious diseases (medical specialty)general virologyvirus research

Multi-Layer Default Risk Contagion in Inter-Banking Networks. (2024)

Xiaoqi BiAlec KoppelCarolyn L. Beck

network analysisfinancial crisissystemic riskfinancefinancial networksfinancial risk managementrisk managementfinancial network analysisfinancial stabilityinter-banking networks

A Call for Interest to Organize Future Cdc and Ccta Conferences [Css News]. IEEE Control Systems (2023)

Carolyn BeckAlessandro Giua

interactive journalismtechnical notesfuture cdcscientific communicationprovides society informationevent managementjournalismpublic healthpublic health preparednesshealth information sciencehealth communication

Epidemic Persistence: Equilibria and Stability Analysis of Spread Process Dynamics Over Networks, With Asymptomatic Carriers and Heterogeneous Model Parameters. medRxiv (Cold Spring Harbor Laboratory) (2023)

Xiaoqi BiCarolyn L. Beck

network sciencecommunicable diseasesinfectious diseasesepidemic persistencemathematical biosciencestability analysisspread process dynamicsinfectious diseases (medical specialty)dynamical systemstheoretical biologyepidemiological dynamicinfectious disease modellingcomputational epidemiologyepidemiology

Finite Sample Analysis for Structured Discrete System Identification. IEEE Transactions on Automatic Control (2023)

Xiaotian XieDimitrios KatselisCarolyn L. BeckR. Srikant

finite sample analysissample complexityhidden markov modelapplied mathematicsbayesian analysiscomputational statisticsstatistical inferenceconcentration inequalitiesstochastic processsystem identificationestimation theorystatistics

Approximate Testing in Uncertain Epidemic Processes. 2022 IEEE 61st Conference on Decision and Control (CDC) (2022)

Xiaoqi BiErik MiehlingCarolyn BeckTamer Başar

markov decision processmathematical optimizationentropyapplied mathematicscontrol optimizationapproximate testingapplied probabilityreinforcement learninghomogeneous populationstochastic systemsoperations researchstochastic processuncertainty quantificationstochastic optimizationstochastic dynamicsuncertain epidemic processes

A Unified Maximum Entropy Principle Approach for a Large Class of Routing Problems. Computers & Industrial Engineering (2022)

Mayank BaranwalLavanya MarlaCarolyn BeckSrinivasa M. Salapaka

mathematical optimizationnetwork analysisentropyapplied mathematicsnetwork optimizationnetwork routing algorithmvehicle routing problemscombinatorial optimizationcomputer scienceoperations researchmathematicsnetwork routinglarge class

Cooperative Control of Wind Farms Under Maintenance Constraints. 2021 IEEE Conference on Control Technology and Applications (CCTA) (2022)

Lucas BuccafuscaCarolyn L. Beck

control system technologysystems engineeringcontrol optimizationenergy strategiesrenewable energywake steering modelsaerospace engineeringsmart gridwind power generationwind poweraxial induction factorsenergy systemswind energy technologymaintenance constraintselectric power systemsturbomachinery

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Carolyn L Beck

Professor

UIUC

Affiliations

The Grainger College of Engineering

Department of Industrial and Enterprise Systems Engineering

Industrial & Enterprise Systems Engineering

Carolyn L Beck is currently serving as an Industrial And Enterprise Systems Engineering Professor at Uiuc.

Honors

Create free account to unlock more features

Experiences

Create free account to unlock more features

Education

Create free account to unlock more features

Carolyn L Beck

UIUC

Professor

You can click a keyword to filter the displayed items

Notable Scholarly Works

Notable Federal Grants

Collaborators

Distributed Dual Subgradient Methods With Averaging and Applications to Grid Optimization. Journal of Optimization Theory and Applications (2024)

Haitian LiuSubhonmesh BoseHoa Dinh NguyenYe GuoThinh T. DoanCarolyn L. Beck

Forty Plus Years of Model Reduction and Still Learning. (2024)

A. AstolffC. L. BeckD. BhattacharjeeY. KawanoA. MoreschiniH. SandbergJ. M. A. Scherpen

model selectioncomputational intelligencemachine learning researchmodel analysisdata modelingstatistical methodologymachine learningdata sciencemodel refinementmodel buildingforty plus years

Modeling and Analysis of a Coupled Sis Bi-Virus Model. Automatica (2024)

Sebin GracyPhilip E. ParéJi LiuHenrik SandbergCarolyn L. BeckKarl Henrik JohanssonTamer Başar

virologysystems engineeringviral dynamicsmathematical biologyinfectious diseasessystems modelingmedical virologyinfectious diseases (medical specialty)general virologyvirus research

Multi-Layer Default Risk Contagion in Inter-Banking Networks. (2024)

Xiaoqi BiAlec KoppelCarolyn L. Beck

network analysisfinancial crisissystemic riskfinancefinancial networksfinancial risk managementrisk managementfinancial network analysisfinancial stabilityinter-banking networks

A Call for Interest to Organize Future Cdc and Ccta Conferences [Css News]. IEEE Control Systems (2023)

Carolyn BeckAlessandro Giua

Xiaoqi BiCarolyn L. Beck

Finite Sample Analysis for Structured Discrete System Identification. IEEE Transactions on Automatic Control (2023)

Xiaotian XieDimitrios KatselisCarolyn L. BeckR. Srikant

Approximate Testing in Uncertain Epidemic Processes. 2022 IEEE 61st Conference on Decision and Control (CDC) (2022)

Xiaoqi BiErik MiehlingCarolyn BeckTamer Başar

A Unified Maximum Entropy Principle Approach for a Large Class of Routing Problems. Computers & Industrial Engineering (2022)

Mayank BaranwalLavanya MarlaCarolyn BeckSrinivasa M. Salapaka

Cooperative Control of Wind Farms Under Maintenance Constraints. 2021 IEEE Conference on Control Technology and Applications (CCTA) (2022)

Lucas BuccafuscaCarolyn L. Beck

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