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Dimitri N. Mavris
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Journal Articles

Deep Spatio-Temporal Neural Networks for Risk Prediction and Decision Support in Aviation Operations

HyunKi Lee, Tejas G. Puranik, Dimitri N. Mavris
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. August 2021, 21(4): 041013.
Paper No: JCISE-20-1308
https://doi.org/10.1115/1.4049992
Published Online: February 25, 2021
View Article titled, Deep Spatio-Temporal Neural Networks for Risk Prediction and Decision Support in Aviation Operations
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Topics: Aircraft, Artificial neural networks, Aviation, Flight, Risk, Safety, Trajectories (Physics), Errors, Algorithms, Machine learning
Proceedings Papers

A Lean-Server Approach to Enabling Collaboration Using Advanced Design Methods

Mark A. Hale, James I. Craig, Dimitri N. Mavris
Proc. ASME. DETC99, Volume 1: 25th Design Automation Conference, 1011-1022, September 12–16, 1999
Publisher: American Society of Mechanical Engineers
Paper No: DETC99/DAC-8597
https://doi.org/10.1115/DETC99/DAC-8597
View Paper titled, A Lean-Server Approach to Enabling Collaboration Using Advanced Design Methods
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Topics: Collaboration, Design, Design methodology, Internet
Journal Articles

Benchmarking Deep Neural Network Architectures for Machining Tool Anomaly Detection

Tejas Puranik, Aroua Gharbi, Burak Bagdatli, Olivia Pinon Fischer, Dimitri N. Mavris
Journal: Smart and Sustainable Manufacturing Systems
Publisher: ASTM International
Article Type: Technical Papers
Smart Sustain. Manuf. Syst.. July 2020, 4(2): 121–145.
Paper No: SSMS20190039
https://doi.org/10.1520/SSMS20190039
Published Online: July 29, 2020
View Article titled, Benchmarking Deep Neural Network Architectures for Machining Tool Anomaly Detection
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Journal Articles

Performance Effects of Leading Edge Tubercles on the NREL Phase VI Wind Turbine Blade

Giada Abate, Dimitri N. Mavris, Lakshmi N. Sankar
Journal: Journal of Energy Resources Technology
Publisher: ASME
Article Type: Research-Article
J. Energy Resour. Technol. May 2019, 141(5): 051206.
Paper No: JERT-18-1385
https://doi.org/10.1115/1.4042529
Published Online: February 18, 2019
View Article titled, Performance Effects of Leading Edge Tubercles on the NREL Phase VI Wind Turbine Blade
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Topics: Blades, Wind turbines, Wind velocity, Computational fluid dynamics, Energy generation, Wavelength
Proceedings Papers

Locally Adaptive Online Trajectory Optimization in Unknown Environments With RRTs

Ethan N. Evans, Patrick Meyer, Samuel Seifert, Dimitri N. Mavris, Evangelos A. Theodorou
Proc. ASME. DSCC2018, Volume 3: Modeling and Validation; Multi-Agent and Networked Systems; Path Planning and Motion Control; Tracking Control Systems; Unmanned Aerial Vehicles (UAVs) and Application; Unmanned Ground and Aerial Vehicles; Vibration in Mechanical Systems; Vibrations and Control of Systems; Vibrations: Modeling, Analysis, and Control, V003T32A002, September 30–October 3, 2018
Publisher: American Society of Mechanical Engineers
Paper No: DSCC2018-8997
https://doi.org/10.1115/DSCC2018-8997
View Paper titled, Locally Adaptive Online Trajectory Optimization in Unknown Environments With RRTs
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Topics: Optimization, Trajectories (Physics), Dynamic systems, Optimization algorithms, Simulation, Tradeoffs, Vehicles
Proceedings Papers

A Methodology for Quantifying Distortion Impacts Using a Modified Parallel Compressor Theory

Manish Pokhrel, Jonathan Gladin, Elena Garcia, Dimitri N. Mavris
Proc. ASME. GT2018, Volume 1: Aircraft Engine; Fans and Blowers; Marine, V001T01A038, June 11–15, 2018
Publisher: American Society of Mechanical Engineers
Paper No: GT2018-77089
https://doi.org/10.1115/GT2018-77089
View Paper titled, A Methodology for Quantifying Distortion Impacts Using a Modified Parallel Compressor Theory
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Topics: Compressors, Design, Pressure, Aircraft, Boundary-value problems, Engineering disciplines, Propulsion, Annulus, Boundary layers, Conceptual design
Proceedings Papers

Aerodynamic Automobile Shape Optimization by Incorporating Reverse Shape Design Method With CFD Analysis

Kisun Song, Kyung Hak Choo, Jung-Hyun Kim, Dimitri N. Mavris
Proc. ASME. IDETC-CIE2017, Volume 2B: 43rd Design Automation Conference, V02BT03A022, August 6–9, 2017
Publisher: American Society of Mechanical Engineers
Paper No: DETC2017-67175
https://doi.org/10.1115/DETC2017-67175
View Paper titled, Aerodynamic Automobile Shape Optimization by Incorporating Reverse Shape Design Method With CFD Analysis
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Topics: Automobiles, Computational fluid dynamics, Shape design, Shape optimization, Shapes, Design, Optimization, Artificial neural networks, Automotive industry, Boiling
Proceedings Papers

Multi-Objective Decision Making of a Simplified Car Body Shape Towards Optimum Aerodynamic Performance

Kisun Song, Kyung Hak Choo, Jung-Hyun Kim, Dimitri N. Mavris
Proc. ASME. IDETC-CIE2017, Volume 2B: 43rd Design Automation Conference, V02BT03A027, August 6–9, 2017
Publisher: American Society of Mechanical Engineers
Paper No: DETC2017-67234
https://doi.org/10.1115/DETC2017-67234
View Paper titled, Multi-Objective Decision Making of a Simplified Car Body Shape Towards Optimum Aerodynamic Performance
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Topics: Decision making, Shapes, Design, Artificial neural networks, Computational fluid dynamics, Fuel efficiency, Simulation, Stability, Vehicles, Automotive industry
Proceedings Papers

ADAPt Design: A Methodology for Enabling Modular Design for Mission Specific SUAS

Zachary C. Fisher, David Locascio, K. Daniel Cooksey, Dimitri N. Mavris, Eric Spero
Proc. ASME. IDETC-CIE2016, Volume 2B: 42nd Design Automation Conference, V02BT03A040, August 21–24, 2016
Publisher: American Society of Mechanical Engineers
Paper No: DETC2016-60122
https://doi.org/10.1115/DETC2016-60122
View Paper titled, ADAPt Design: A Methodology for Enabling Modular Design for Mission Specific SUAS
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Topics: Design, Aircraft, Design automation, Engineering design processes, Manufacturing, Performance, Three-dimensional models, Vehicles
Proceedings Papers

Modeling and Simulation of Common Core Gas Turbine Engine Variant Applications

Jonathan S. Sands, Alexander H. Karl, Dimitri N. Mavris
Proc. ASME. GT2016, Volume 2C: Turbomachinery, V02CT45A005, June 13–17, 2016
Publisher: American Society of Mechanical Engineers
Paper No: GT2016-56394
https://doi.org/10.1115/GT2016-56394
View Paper titled, Modeling and Simulation of Common Core Gas Turbine Engine Variant Applications
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Topics: Gas turbines, Modeling, Simulation, Engines, Design, Risk, Weight (Mass), Turbofans
Proceedings Papers

Supporting Affordability-Based Design Decisions in the Presence of Demand Variability

Dennis J. L. Siedlak, Paul R. Schlais, Olivia J. Pinon, Dimitri N. Mavris
Proc. ASME. MSEC2015, Volume 2: Materials; Biomanufacturing; Properties, Applications and Systems; Sustainable Manufacturing, V002T04A004, June 8–12, 2015
Publisher: American Society of Mechanical Engineers
Paper No: MSEC2015-9422
https://doi.org/10.1115/MSEC2015-9422
View Paper titled, Supporting Affordability-Based Design Decisions in the Presence of Demand Variability
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Topics: Design, Manufacturing, Aerospace industry, Aircraft, Composite materials, Delays, Pareto optimization, Project cost estimation, Tradeoffs, Warfare
Proceedings Papers

A Semi-Empirical Model to Predict Aircraft Soot Emission in Rich Zone of RQL Combustor

Kyung Hak Choo, Sangmin Lee, Russell K. Denney, Dimitri N. Mavris
Proc. ASME. GT2015, Volume 4B: Combustion, Fuels and Emissions, V04BT04A050, June 15–19, 2015
Publisher: American Society of Mechanical Engineers
Paper No: GT2015-43659
https://doi.org/10.1115/GT2015-43659
View Paper titled, A Semi-Empirical Model to Predict Aircraft Soot Emission in Rich Zone of RQL Combustor
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Topics: Aircraft, Combustion chambers, Emissions, Soot, Flames, Turbulence, Conceptual design, Particulate matter, Aircraft engines, Calibration
Proceedings Papers

A Methodology for the Parametric Exploration of the Impact of Production Planning on the Early Stages of Design

Dennis J. L. Siedlak, Todd M. Schmidt, Olivia J. Pinon, Dimitri N. Mavris
Proc. ASME. MSEC2014, Volume 1: Materials; Micro and Nano Technologies; Properties, Applications and Systems; Sustainable Manufacturing, V001T04A003, June 9–13, 2014
Publisher: American Society of Mechanical Engineers
Paper No: MSEC2014-3974
https://doi.org/10.1115/MSEC2014-3974
View Paper titled, A Methodology for the Parametric Exploration of the Impact of Production Planning on the Early Stages of Design
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Topics: Design, Production planning, Aircraft, Manufacturing, Advanced materials, Composite materials, Conceptual design, Manufacturing industry, Modeling, Wings
Proceedings Papers

Bayesian Belief Network for Robust Engine Design and Architecture Selection

Brian K. Kestner, Christopher A. Perullo, Jonathan S. Sands, Dimitri N. Mavris
Proc. ASME. GT2014, Volume 1A: Aircraft Engine; Fans and Blowers, V01AT01A041, June 16–20, 2014
Publisher: American Society of Mechanical Engineers
Paper No: GT2014-27017
https://doi.org/10.1115/GT2014-27017
View Paper titled, Bayesian Belief Network for Robust Engine Design and Architecture Selection
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Topics: Engine design, Engines, Risk, Design, Propulsion systems, Uncertainty, Cycles, Architecture, Compressors, Horsepower
Proceedings Papers

Development of a Suite of Hybrid Electric Propulsion Modeling Elements Using NPSS

Christopher A. Perullo, David Trawick, William Clifton, Jimmy C. M. Tai, Dimitri N. Mavris
Proc. ASME. GT2014, Volume 1A: Aircraft Engine; Fans and Blowers, V01AT01A042, June 16–20, 2014
Publisher: American Society of Mechanical Engineers
Paper No: GT2014-27047
https://doi.org/10.1115/GT2014-27047
View Paper titled, Development of a Suite of Hybrid Electric Propulsion Modeling Elements Using NPSS
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Topics: Electric propulsion, Modeling, Engines, Cycles, Aircraft, Batteries, Design, Fuel cells, Simulation, Architecture
Proceedings Papers

Enhanced Robust Design Simulation and Application to Engine Cycle and Technology Design

Jonathan S. Sands, Christopher A. Perullo, Brian K. Kestner, Dimitri N. Mavris
Proc. ASME. GT2014, Volume 1A: Aircraft Engine; Fans and Blowers, V01AT01A043, June 16–20, 2014
Publisher: American Society of Mechanical Engineers
Paper No: GT2014-27137
https://doi.org/10.1115/GT2014-27137
View Paper titled, Enhanced Robust Design Simulation and Application to Engine Cycle and Technology Design
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Topics: Cycles, Design, Engines, Simulation, Probability, Pressure, Uncertainty, Artificial neural networks, Engineers, Fittings
Journal Articles

Methodology for Global Optimization of Computationally Expensive Design Problems

Stefanos Koullias, Dimitri N. Mavris
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research-Article
J. Mech. Des. August 2014, 136(8): 081007.
Paper No: MD-13-1387
https://doi.org/10.1115/1.4027493
Published Online: June 2, 2014
View Article titled, Methodology for Global Optimization of Computationally Expensive Design Problems
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Topics: Design, Optimization, Algorithms, Aircraft
Proceedings Papers

Engine Design Strategy for Boundary Layer Ingesting Propulsion Systems With Multiple Non-Symmetric Engine Inlet Conditions

Jonathan C. Gladin, Brian K. Kestner, Jeff S. Schutte, Dimitri N. Mavris
Proc. ASME. GT2013, Volume 2: Aircraft Engine; Coal, Biomass and Alternative Fuels; Cycle Innovations, V002T01A031, June 3–7, 2013
Publisher: American Society of Mechanical Engineers
Paper No: GT2013-95905
https://doi.org/10.1115/GT2013-95905
View Paper titled, Engine Design Strategy for Boundary Layer Ingesting Propulsion Systems With Multiple Non-Symmetric Engine Inlet Conditions
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Topics: Boundary layers, Engine design, Engines, Propulsion systems, Design, Flight, Thrust, Flow (Dynamics), Fuels, Momentum
Proceedings Papers

Identifying Key Technology Areas to Fundamentally Reduce Risk in Engine Performance and Noise for Future Commercial Applications

Brian K. Kestner, Hernando Jimenez, Christopher A. Perullo, Jeff S. Schutte, Dimitri N. Mavris
Proc. ASME. GT2013, Volume 2: Aircraft Engine; Coal, Biomass and Alternative Fuels; Cycle Innovations, V002T01A027, June 3–7, 2013
Publisher: American Society of Mechanical Engineers
Paper No: GT2013-95695
https://doi.org/10.1115/GT2013-95695
View Paper titled, Identifying Key Technology Areas to Fundamentally Reduce Risk in Engine Performance and Noise for Future Commercial Applications
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Topics: Engines, Noise (Sound), Risk, Cycles, Fuels, Design, Architecture, Aviation, Engine design, Gas turbines
Proceedings Papers

An Integrated Assessment of an Organic Rankine Cycle Concept for Use in Onboard Aircraft Power Generation

Christopher A. Perullo, Dimitri N. Mavris, Eduardo Fonseca
Proc. ASME. GT2013, Volume 2: Aircraft Engine; Coal, Biomass and Alternative Fuels; Cycle Innovations, V002T01A028, June 3–7, 2013
Publisher: American Society of Mechanical Engineers
Paper No: GT2013-95734
https://doi.org/10.1115/GT2013-95734
View Paper titled, An Integrated Assessment of an Organic Rankine Cycle Concept for Use in Onboard Aircraft Power Generation
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Topics: Aircraft, Energy generation, Organic Rankine cycle, Engines, Cycles, Fuels, Air compressors, Exhaust systems, Flow (Dynamics), Heat