Faculty

Institution

Unit

Venue

Theodore Allen

Professor

Ohio State University

Affiliations

College of Engineering

Integrated Systems Engineering

Theodore Allen is currently serving as a College Of Engineering Professor at Ohio State University.

Honors

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Experiences

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Education

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Theodore Allen

Ohio State University

Professor

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engineering systems engineering applied mathematics computer science quality engineering machine learning quality management industrial engineering simulation optimization quality assurance manufacturing reliability engineering quality improvement applied statistics supply chain management artificial intelligence engineering optimization quality technology six sigma industrial informatics data security global optimization process design occupational ergonomics qualitative factors structural engineering applied psychology manufacturing technology decision science lean six sigma thermal engineering manufacturing engineering decision analysis quality control cognitive ergonomics ai healthcare engineering statistics agent-based modeling structural optimization advanced manufacturing technologies disaster medicine bayesian analysis finite element methods psychometrics healthcare engineering quality evaluation material handling advanced manufacturing data quality exploratory research information quality discrete-event simulation production scheduling scheduling problems automotive engineering scheduling (production processes) genetic algorithms software review maintenance management reward hacking cyber-risk management data protection maintenance policy multiple-fidelity evaluations future research statistical quality control design guidelines simulation optimization models timely decision analysis active factors sigma methods hospital discharge process alternative desirability function input analysis meta-model prediction errors experimental design criterion operation management process modelling social influence process control systems modeling industrial process control

Notable Scholarly Works

Notable Federal Grants

Collaborators

Eeg Connectivity as Predictor of Ican Adhd Children’s Improvement After Completion of Theta Beta Ratio Neurofeedback: Machine Learning Analyses. Applied Psychophysiology and Biofeedback (2025)

Cynthia KersonMaha YazbeckBehnoosh ShahsavaripoorRebekah WalkerPhoebe Manalang-MonnierTheodore AllenL Eugene ArnoldJoel Lubar

machine learning analysesneuroscienceeeg connectivityican adhd childreneeg signal processingattention disordersneuroimagingbiofeedbackmachine learning

Perfect Shot Reveal: Machine Learning Analysis of Goal-Scoring Strategies in Soccer. International Journal of Sports Science & Coaching (2025)

Maha YazbeckMohammad AbdullahSura AlhanoutiEmaly VatneJoshua HagenTheodore T AllenSamantha Krening

sport sciencegoal-scoring strategiesdata sciencemachine learning

A Simulation Study of Touch-Free Automatic Alcohol-Based Handrub Dispensers on Hand Hygiene Disruption in Healthcare Settings. Computers & Industrial Engineering (2024)

Nanshan ChenJames W. ArbogastDemetrius HenryTheodore T. AllenSusan O’HaraCathy H. Xia

systems engineeringsimulation studyengineeringindustrial engineeringmechanical engineeringhand hygiene disruptionhealthcare settings

Automated, Rapid, and Convergent Hyperparameter Optimizer (Arch) for Neural Network Classifiers. Quality Engineering (2024)

Mehdi MashayekhiTheodore T. Allen

neural network classifiersengineeringhyperparameter estimationneural network (machine learning)quality engineeringconvergent hyperparameter optimizer

Design and Analysis of Facility Location Experiments Applied to Sanitizer Dispensers. Journal of Quality Technology (2024)

Abedallah Al KaderTheodore T. AllenJames W. ArbogastSusan O’Hara

facility location experimentstechnologyquality technology

Exploratory Image Data Analysis for Quality Improvement Hypothesis Generation. Quality Engineering (2024)

Yifei ZhangTheodore T. AllenRamiro Rodriguez Buno

quality improvementdata explorationquality engineeringdata scienceimage analysis

Incorporating Augmented Reality Patients Into Online Trauma Training to Support Mental Model Development. Simulation in Healthcare The Journal of the Society for Simulation in Healthcare (2024)

Lauren MansourChristen SusherebaChristopher E San MiguelLaura G MilitelloTheodore T AllenEmily S Patterson

mental model developmentonline trauma trainingmental modelspsychological traumaaugmented reality patientstraumahealth sciencesaugmented reality

Innovative Integer Programming Software and Methods for Large-Scale Routing at Dhl Supply Chain. INFORMS Journal on Applied Analytics (2024)

Yibo DangTheodore T. AllenManjeet SinghJason GillespieJon CoxJames Monkmeyer

mathematical optimizationoperations researchsupply chain optimizationdiscrete optimizationcomputer sciencesystems engineeringlarge-scale routingdhl supply chainparallel computingsupply chain managementdynamic resource allocationinnovative integertransportation engineeringinteger optimizationcombinatorial optimizationnetwork routingcontrol optimizationmathematical programmingcomputational optimizationlogisticsapplied mathematics

Optimal Classification Trees With Leaf-Branch and Binary Constraints. Computers & Operations Research (2024)

Enhao LiuTengmu HuTheodore T. AllenChristoph Hermes

computer scienceoperations researchbinary constraintsoptimal classification treesautomatic classificationapplied mathematicsmachine learning

Strategies for Case-Based Training With Virtual Patients: An Experimental Study of the Impact of Integrating Mental Model Articulation and Self-Reflection. Applied Ergonomics (2024)

Olivia K. HernandezChristen SusherebaLaura MilitelloChristopher San MiguelSteve WolfTheodore T. AllenEmily S. Patterson

occupational ergonomicscase-based trainingapplied psychologyvirtual patientscognitive ergonomicsapplied cognitive psychologyhuman performanceexperimental studymental model articulationrehabilitation

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Theodore Allen

Professor

Ohio State University

Affiliations

College of Engineering

Integrated Systems Engineering

Theodore Allen is currently serving as a College Of Engineering Professor at Ohio State University.

Honors

Create free account to unlock more features

Experiences

Create free account to unlock more features

Education

Create free account to unlock more features

Theodore Allen

Ohio State University

Professor

You can click a keyword to filter the displayed items

Notable Scholarly Works

Notable Federal Grants

Collaborators

Eeg Connectivity as Predictor of Ican Adhd Children’s Improvement After Completion of Theta Beta Ratio Neurofeedback: Machine Learning Analyses. Applied Psychophysiology and Biofeedback (2025)

Cynthia KersonMaha YazbeckBehnoosh ShahsavaripoorRebekah WalkerPhoebe Manalang-MonnierTheodore AllenL Eugene ArnoldJoel Lubar

machine learning analysesneuroscienceeeg connectivityican adhd childreneeg signal processingattention disordersneuroimagingbiofeedbackmachine learning

Perfect Shot Reveal: Machine Learning Analysis of Goal-Scoring Strategies in Soccer. International Journal of Sports Science & Coaching (2025)

Maha YazbeckMohammad AbdullahSura AlhanoutiEmaly VatneJoshua HagenTheodore T AllenSamantha Krening

sport sciencegoal-scoring strategiesdata sciencemachine learning

A Simulation Study of Touch-Free Automatic Alcohol-Based Handrub Dispensers on Hand Hygiene Disruption in Healthcare Settings. Computers & Industrial Engineering (2024)

Nanshan ChenJames W. ArbogastDemetrius HenryTheodore T. AllenSusan O’HaraCathy H. Xia

systems engineeringsimulation studyengineeringindustrial engineeringmechanical engineeringhand hygiene disruptionhealthcare settings

Automated, Rapid, and Convergent Hyperparameter Optimizer (Arch) for Neural Network Classifiers. Quality Engineering (2024)

Mehdi MashayekhiTheodore T. Allen

neural network classifiersengineeringhyperparameter estimationneural network (machine learning)quality engineeringconvergent hyperparameter optimizer

Design and Analysis of Facility Location Experiments Applied to Sanitizer Dispensers. Journal of Quality Technology (2024)

Abedallah Al KaderTheodore T. AllenJames W. ArbogastSusan O’Hara

facility location experimentstechnologyquality technology

Exploratory Image Data Analysis for Quality Improvement Hypothesis Generation. Quality Engineering (2024)

Yifei ZhangTheodore T. AllenRamiro Rodriguez Buno

quality improvementdata explorationquality engineeringdata scienceimage analysis

Incorporating Augmented Reality Patients Into Online Trauma Training to Support Mental Model Development. Simulation in Healthcare The Journal of the Society for Simulation in Healthcare (2024)

Lauren MansourChristen SusherebaChristopher E San MiguelLaura G MilitelloTheodore T AllenEmily S Patterson

mental model developmentonline trauma trainingmental modelspsychological traumaaugmented reality patientstraumahealth sciencesaugmented reality

Innovative Integer Programming Software and Methods for Large-Scale Routing at Dhl Supply Chain. INFORMS Journal on Applied Analytics (2024)

Yibo DangTheodore T. AllenManjeet SinghJason GillespieJon CoxJames Monkmeyer

Optimal Classification Trees With Leaf-Branch and Binary Constraints. Computers & Operations Research (2024)

Enhao LiuTengmu HuTheodore T. AllenChristoph Hermes

computer scienceoperations researchbinary constraintsoptimal classification treesautomatic classificationapplied mathematicsmachine learning

Strategies for Case-Based Training With Virtual Patients: An Experimental Study of the Impact of Integrating Mental Model Articulation and Self-Reflection. Applied Ergonomics (2024)

Olivia K. HernandezChristen SusherebaLaura MilitelloChristopher San MiguelSteve WolfTheodore T. AllenEmily S. Patterson

occupational ergonomicscase-based trainingapplied psychologyvirtual patientscognitive ergonomicsapplied cognitive psychologyhuman performanceexperimental studymental model articulationrehabilitation

1
2
3
4
5
13
10 / page

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