Faculty

Institution

Unit

Venue

Mark Karpenko

Research Professor

Naval Postgraduate School

Affiliations

Center For Homeland Defense And Security

Center For Materials Science And Engineering

Graduate School Of Defense Management

Mechanical and Aerospace Engineering

National Security Affairs

School Of Mechanical And Aerospace Engineering

Mark Karpenko is currently serving as a Center For Homeland Defense And Security Research Professor at Naval Postgraduate School.

Honors

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Experiences

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Education

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Mark Karpenko

Naval Postgraduate School

Research Professor

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systems engineering aerospace engineering control systems automatic control control optimization mechatronics mechanical systems robust nonlinear control active control control system technology navigation nonlinear systems process control unmanned aircraft systems space exploration engineering mechanical engineering hydraulic machinery vibration control aircraft stability field robotics guidance system reliability engineering control engineering soft computing acta astronautica control science fuzzy systems industrial informatics vehicle system dynamics flight control trajectory optimization control management astronautics mathematical control theory trajectory planning fault-tolerant control command and control robust control control strategies aeronautics lunar science spacecraft attitude control unscented guidance linear control nonlinear vibration control electronic-mechanical system hardware-in-the-loop simulation shift detection networked control motion control aerospace technology reliability prediction managing variability stochastic control robot control optimization problems dynamic optimization intelligent optimization pid control pseudospectral optimal control crossport leakage servohydraulic positioning system uncertain dynamic systems optimal controls high-performance computation hardware-in-the-loop simulator maneuver time position controller qft synthesis pneumatic actuator worst-case persistent disturbances space telescope agility analysis unscented optimal control artificial intelligence design optimization intelligent systems natural computing engineering management system science propulsion robot learning memetic computing cyber-physical systems computational intelligence data science evolutionary intelligence computational engineering computer science informatics autonomous robots automation multidisciplinary optimization intelligent computing bio-inspired computation data modeling machine intelligence artificial society robotics unmanned aerial vehicles cybernetics intelligent robot modeling and simulation aerospace intelligent robotic systems computational science drones technology systems modeling swarm intelligence multiagent systems system safety

Notable Scholarly Works

Notable Federal Grants

Collaborators

An Optimal Search Framework for the Maximum-Probability Target-Detection Problem in Discrete Time and Space. (2026)

computer sciencepattern recognitionmaximum-probability target-detection problemdiscrete timesignal processinglocalizationtarget identificationcomputational optimizationapplied mathematicsoptimal search frameworkmathematical optimizationstatistical signal processing

Application of Extreme Learning Machines for Modeling Wind in Energy-Optimal Routing Problems. (2026)

energy systemsdesign optimizationwind energy technologysoft computingsystems engineeringwind powerwind engineeringextreme learning machineextreme learning machinesapplied mathematicsengineering optimizationenergy-optimal routing problems

CORRECTION: Digital Twin of Fixed-Wing Aircraft Powertrain Performance. (2026)

mechanical systemsaerospace engineeringaerospaceaircraft

Integrating Optimal Control and Machine Learning for Energy-Efficient Uav Flight. (2026)

dronescontrol systemsunmanned aircraft systemsaerial roboticsunmanned aerial vehiclescontrol optimizationmachine learningtrajectory optimizationoptimal controlsystems engineeringunmanned systemsaerospaceaerospace engineeringautomatic control

Multi-Point Trajectory Optimization for Minimum-Energy Uav Routing. (2026)

dronesdesign optimizationunmanned aircraft systemsunmanned aerial vehiclessystems engineeringmultidisciplinary optimizationaerospace engineering

Optimal Trajectory Planning for Rotorcraft With Underslung Payload. (2026)

dronesunmanned aircraft systemsunmanned aerial vehiclesmechatronicssystems engineeringaerospace engineeringaircraft

Robust Motion Trajectories for an Uncertain Flexible Robotic System Using Ensemble Control. ASME Letters in Dynamic Systems and Control (2026)

control systemsautonomous robotsmultibody system dynamiccontrol optimizationmechatronicsnonlinear systemsrobotics automationroboticsfield roboticskinematicssystems engineeringmechanical systemsrobust nonlinear controlaerospace engineeringsoft roboticsautomatic control

Unscented Trajectory Optimization With Updates. (2026)

autonomous robotsroboticsfield roboticssystems engineeringselfdriving carnavigationapplied mathematics

Minimum-Fuel Flight Trajectory Optimization Using Neural Network Energy Twins. (2025)

design optimizationcontrol optimizationtrajectory optimizationintelligent optimizationsystems engineeringaerospaceglobal optimizationengineering optimizationaerospace engineering

Unscented Guidance Plus Feedback Control for Uncertain Systems. (2025)

control systemsmechatronicsnonlinear systemssystems engineeringrobust nonlinear controlaerospace engineeringautomatic control

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Mark Karpenko

Research Professor

Naval Postgraduate School

Affiliations

Center For Homeland Defense And Security

Center For Materials Science And Engineering

Graduate School Of Defense Management

Mechanical and Aerospace Engineering

National Security Affairs

School Of Mechanical And Aerospace Engineering

Mark Karpenko is currently serving as a Center For Homeland Defense And Security Research Professor at Naval Postgraduate School.

Honors

Create free account to unlock more features

Experiences

Create free account to unlock more features

Education

Create free account to unlock more features

Mark Karpenko

Naval Postgraduate School

Research Professor

You can click a keyword to filter the displayed items

Notable Scholarly Works

Notable Federal Grants

Collaborators

An Optimal Search Framework for the Maximum-Probability Target-Detection Problem in Discrete Time and Space. (2026)

Application of Extreme Learning Machines for Modeling Wind in Energy-Optimal Routing Problems. (2026)

CORRECTION: Digital Twin of Fixed-Wing Aircraft Powertrain Performance. (2026)

mechanical systemsaerospace engineeringaerospaceaircraft

Integrating Optimal Control and Machine Learning for Energy-Efficient Uav Flight. (2026)

Multi-Point Trajectory Optimization for Minimum-Energy Uav Routing. (2026)

dronesdesign optimizationunmanned aircraft systemsunmanned aerial vehiclessystems engineeringmultidisciplinary optimizationaerospace engineering

Optimal Trajectory Planning for Rotorcraft With Underslung Payload. (2026)

dronesunmanned aircraft systemsunmanned aerial vehiclesmechatronicssystems engineeringaerospace engineeringaircraft

Robust Motion Trajectories for an Uncertain Flexible Robotic System Using Ensemble Control. ASME Letters in Dynamic Systems and Control (2026)

Unscented Trajectory Optimization With Updates. (2026)

autonomous robotsroboticsfield roboticssystems engineeringselfdriving carnavigationapplied mathematics

Minimum-Fuel Flight Trajectory Optimization Using Neural Network Energy Twins. (2025)

design optimizationcontrol optimizationtrajectory optimizationintelligent optimizationsystems engineeringaerospaceglobal optimizationengineering optimizationaerospace engineering

Unscented Guidance Plus Feedback Control for Uncertain Systems. (2025)

control systemsmechatronicsnonlinear systemssystems engineeringrobust nonlinear controlaerospace engineeringautomatic control

1
2
3
4
5
8
10 / page