Faculty

Institution

Unit

Venue

Carolyn L Beck

Professor

University of Illinois Urbana-Champaign

Affiliations

The Grainger College of Engineering

Department of Industrial and Enterprise Systems Engineering

Carolyn L Beck is currently serving as an Industrial And Enterprise Systems Engineering Professor at University of Illinois Urbana-Champaign.

Honors

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Experiences

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Education

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Carolyn L Beck

University of Illinois Urbana-Champaign

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 processing complete generalization anesthesia delivery wind turbine arrays epidemic equilibria healthy equilibrium minimal lft realizations human awareness markov chains underlying network data clustering clustering cybernetics modeling and simulation

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

mathematical optimizationcomputer sciencedistributed constraint optimizationnumerical analysisconvex optimizationgrid optimizationdual subgradient methodscomputational optimizationnumerical linear algebracontinuous optimizationapproximation theoryapplied mathematicsnumerical algorithms

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

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

statistical methodologymodel refinementforty plus yearsdata modelingcomputational intelligencemodel selectiondata sciencemachine learning researchmodel analysismodel buildingmachine learning

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

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

systems engineeringinfectious diseasesvirologymathematical biologyviral dynamicssystems modelinginfectious diseases (medical specialty)medical virologygeneral virologyvirus research

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

Xiaoqi BiAlec KoppelCarolyn L. Beck

financial stabilityfinancial network analysissystemic riskinter-banking networksfinancial crisisfinancial networksnetwork analysisfinancefinancial risk managementrisk management

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

Carolyn BeckAlessandro Giua

health communicationpublic healthfuture cdcscientific communicationprovides society informationtechnical notesinteractive journalismhealth information scienceevent managementpublic health preparednessjournalism

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

epidemiologymathematical bioscienceinfectious diseasesepidemic persistencetheoretical biologystability analysisepidemiological dynamicinfectious diseases (medical specialty)communicable diseasescomputational epidemiologyspread process dynamicsnetwork scienceinfectious disease modellingdynamical systems

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

Xiaotian XieDimitrios KatselisCarolyn L. BeckR. Srikant

finite sample analysissample complexitysystem identificationestimation theorybayesian analysisconcentration inequalitiescomputational statisticsstochastic processhidden markov modelstatistical inferenceapplied mathematicsstatistics

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

Xiaoqi BiErik MiehlingCarolyn BeckTamer Başar

mathematical optimizationstochastic systemsapplied probabilitystochastic dynamicsoperations researchuncertain epidemic processescontrol optimizationapproximate testingmarkov decision processstochastic processuncertainty quantificationhomogeneous populationreinforcement learningentropyapplied mathematicsstochastic optimization

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

Mayank BaranwalLavanya MarlaCarolyn BeckSrinivasa M. Salapaka

mathematical optimizationcomputer sciencenetwork optimizationoperations researchcombinatorial optimizationnetwork routingvehicle routing problemsmathematicsentropylarge classnetwork routing algorithmnetwork analysisapplied mathematics

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

Lucas BuccafuscaCarolyn L. Beck

wind energy technologysystems engineeringenergy systemsenergy strategieswake steering modelsrenewable energyaxial induction factorscontrol optimizationwind powercontrol system technologywind power generationmaintenance constraintselectric power systemsturbomachinerysmart gridaerospace engineering

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Carolyn L Beck

Professor

University of Illinois Urbana-Champaign

Affiliations

The Grainger College of Engineering

Department of Industrial and Enterprise Systems Engineering

Carolyn L Beck is currently serving as an Industrial And Enterprise Systems 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

Carolyn L Beck

University of Illinois Urbana-Champaign

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

statistical methodologymodel refinementforty plus yearsdata modelingcomputational intelligencemodel selectiondata sciencemachine learning researchmodel analysismodel buildingmachine learning

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

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

systems engineeringinfectious diseasesvirologymathematical biologyviral dynamicssystems modelinginfectious diseases (medical specialty)medical virologygeneral virologyvirus research

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

Xiaoqi BiAlec KoppelCarolyn L. Beck

financial stabilityfinancial network analysissystemic riskinter-banking networksfinancial crisisfinancial networksnetwork analysisfinancefinancial risk managementrisk management

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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