Dimitri N. Mavris

Orcid: 0000-0001-8783-4988

Affiliations:
  • Georgia Institute of Technology, Atlanta, GA, USA


According to our database1, Dimitri N. Mavris authored at least 71 papers between 1998 and 2024.

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Bibliography

2024
A Multi-Fidelity Methodology for Reduced Order Models with High-Dimensional Inputs.
CoRR, 2024

2023
Agile Methodology for the Standardization of Engineering Requirements Using Large Language Models.
Syst., July, 2023

Aircraft Environmental Impact Segmentation via Metric Learning.
CoRR, 2023

Scalable Online Learning of Approximate Stackelberg Solutions in Energy Trading Games with Demand Response Aggregators.
CoRR, 2023

2022
Improved Instrument Approach Stability Analysis for Helicopters Using Data Fusion and Analytics.
J. Aerosp. Inf. Syst., November, 2022

Application of Machine Learning to the Analysis and Assessment of Airport Operations.
J. Aerosp. Inf. Syst., April, 2022

Data-Driven Approach Using Machine Learning for Real-Time Flight Path Optimization.
J. Aerosp. Inf. Syst., January, 2022

Multiclass Multiple-Instance Learning for Predicting Precursors to Aviation Safety Events.
J. Aerosp. Inf. Syst., January, 2022

Application of structural topic modeling to aviation safety data.
Reliab. Eng. Syst. Saf., 2022

Manifold Alignment-Based Multi-Fidelity Reduced-Order Modeling Applied to Structural Analysis.
CoRR, 2022

2021
Deep Spatio-Temporal Neural Networks for Risk Prediction and Decision Support in Aviation Operations.
J. Comput. Inf. Sci. Eng., 2021

Multi-Class Multiple Instance Learning for Predicting Precursors to Aviation Safety Events.
CoRR, 2021

Evaluation of a drone-based camera calibration approach for hard-to-reach cameras.
Proceedings of the IEEE International Conference on Robotics and Automation, 2021

Online Adaptive Learning in Energy Trading Stackelberg Games with Time-Coupling Constraints.
Proceedings of the 2021 American Control Conference, 2021

2020
Identification of Instantaneous Anomalies in General Aviation Operations Using Energy Metrics.
J. Aerosp. Inf. Syst., January, 2020

Multi-UAV Trajectory Optimization Utilizing a NURBS-Based Terrain Model for an Aerial Imaging Mission.
J. Intell. Robotic Syst., 2020

Energy-Constrained Multi-UAV Coverage Path Planning for an Aerial Imagery Mission Using Column Generation.
J. Intell. Robotic Syst., 2020

A Fully Bayesian Gradient-Free Supervised Dimension Reduction Method using Gaussian Processes.
CoRR, 2020

2019
Parametric Design of Resilient Complex Networked Systems.
IEEE Syst. J., 2019

Time- and space-parallel simulation of air traffic networks.
Simul., 2019

Aerodynamic Data Fusion Towards the Digital Twin Paradigm.
CoRR, 2019

2018
Anomaly Detection in General-Aviation Operations Using Energy Metrics and Flight-Data Records.
J. Aerosp. Inf. Syst., January, 2018

Agent-based Modeling of a Stadium Evacuation in a Smart City.
Proceedings of the 2018 Winter Simulation Conference, 2018

2017
A framework for the quantitative assessment of performance-based system resilience.
Reliab. Eng. Syst. Saf., 2017

Two-layer obstacle collision avoidance with machine learning for more energy-efficient unmanned aircraft trajectories.
Robotics Auton. Syst., 2017

Improvement of Rotorcraft Safety Metrics Using Performance Models and Data Integration.
J. Aerosp. Inf. Syst., 2017

Application of Convolutional Neural Network to Predict Airfoil Lift Coefficient.
CoRR, 2017

Time-parallel simulation of air traffic networks.
Proceedings of the 2017 Winter Simulation Conference, 2017

Mobility Analysis of Electric Autonomous Vehicle Networks Driven by Energy-Efficient Rerouting.
Proceedings of the 85th IEEE Vehicular Technology Conference, 2017

Designing resilient system-of-systems networks.
Proceedings of the 2017 Annual IEEE International Systems Conference, 2017

Exploration and tradeoff of advanced sensor fusion architectures in designing for reduced congestion using advanced traffic management techniques.
Proceedings of the 13th IEEE International Conference on Control & Automation, 2017

Incipient failure detection: A particle filtering approach with application to actuator systems.
Proceedings of the 13th IEEE International Conference on Control & Automation, 2017

2016
Multilevel Probabilistic Morphological Analysis for Facilitating Modeling and Simulation of Notional Scenarios.
Syst. Eng., 2016

Semantic design space refinement for model-based systems engineering.
Proceedings of the Annual IEEE Systems Conference, 2016

Creation of a decision-support methodology for selecting more-electric aircraft subsystem technologies.
Proceedings of the Annual IEEE Systems Conference, 2016

Management of technologies for electric vehicle efficiency towards optimizing range.
Proceedings of the 2016 IEEE International Conference on Systems, Man, and Cybernetics, 2016

A Data Mining and Visual Analytics Perspective on Sustainability-Oriented Infrastructure Planning.
Proceedings of the Data Mining and Big Data, First International Conference, 2016

2015
Conceptual modeling and validation of a HA/DR scenario using a weighted system decomposition model.
Proceedings of the 2015 Winter Simulation Conference, 2015

2014
The Capability Assessment and Tradeoff Environment (CATE) for Advanced Aerospace Vehicle and Technology Assessment.
Proceedings of the Conference on Systems Engineering Research, 2014

2013
A Brief History of Models and Model Based Systems Engineering and the Case for Relational Orientation.
IEEE Syst. J., 2013

Software contributions to aircraft adverse events: Case studies and analyses of recurrent accident patterns and failure mechanisms.
Reliab. Eng. Syst. Saf., 2013

Choosing Aggregation Functions for Modeling System of Systems Performance.
Proceedings of the Conference on Systems Engineering Research, 2013

Simulating Corrective Maintenance: Aggregating Component Level Maintenance Time Uncertainty at the System Level.
Proceedings of the Conference on Systems Engineering Research, 2013

Investigating the Impacts of Modeling Variables- A Case Study with Smart Grid Demand Response.
Proceedings of the Conference on Systems Engineering Research, 2013

Development and Implementation of Micro Autonomous Systems and Technologies (MAST) Interactive Reconfigurable Matrix of Alternatives (M-IRMA) for Concept Selection.
Proceedings of the Conference on Systems Engineering Research, 2013

Real-time Scheduling Techniques for Electric Vehicle Charging in Support of Frequency Regulation.
Proceedings of the Conference on Systems Engineering Research, 2013

Object-Oriented Discrete Event Simulation Modeling Environment for Aerospace Vehicle Maintenance and Logistics Process.
Proceedings of the Conference on Systems Engineering Research, 2013

Incorporating Electrical Distribution Network Structure into Energy Portfolio Optimization for an Isolated Grid.
Proceedings of the Conference on Systems Engineering Research, 2013

Heuristics for the regression of stochastic simulations.
J. Simulation, 2013

A Message Passing Strategy for Decentralized Connectivity Maintenance in Agent Removal.
CoRR, 2013

A reliability-based measurement of interoperability for systems of systems.
Proceedings of the IEEE International Systems Conference, 2013

Guidance, navigation, and control of an unmanned hovercraft.
Proceedings of the 21st Mediterranean Conference on Control and Automation, 2013

A trajectory tracking algorithm for a hopping rotochute using surrogate models.
Proceedings of the American Control Conference, 2013

2012
Optimizing Pushback Decisions to Valuate Airport Surface Surveillance Information.
IEEE Trans. Intell. Transp. Syst., 2012

Exploring human factors effects in the Smart Grid system of systems Demand Response.
Proceedings of the 7th International Conference on System of Systems Engineering, 2012

ARCNET: A System-of-Systems Architecture Resource-Based Collaborative Network Evaluation Tool.
Proceedings of the 7th International Conference on System of Systems Engineering, 2012

A hierarchical control architecture for resource allocation.
Proceedings of the 12th International Conference on Control Automation Robotics & Vision, 2012

Smart Grid: Constructing a System of Systems Model Using Both Qualitative and Quantitative Assessments.
Proceedings of the Complex Systems Design & Management, 2012

2011
Modeling and simulation for damage analysis of intelligent, self-reconfigurable ship fluid systems in early design phase.
Simul. Model. Pract. Theory, 2011

Representation of humanitarian aid/disaster relief missions with an agent based model to analyze optimal resource placement.
Proceedings of the Winter Simulation Conference 2011, 2011

Relational Oriented Systems Engineering and Technology Tradeoff Analysis (ROSETTA) Environment.
Proceedings of the 6th International Conference on System of Systems Engineering, 2011

A method for the generation and evaluation of architecture alternatives on the cloud.
Proceedings of the 6th International Conference on System of Systems Engineering, 2011

An assessment of ROSETTA for smart electricity grid system-of-systems design.
Proceedings of the 6th International Conference on System of Systems Engineering, 2011

Relational Oriented Systems Engineering (ROSE): Preliminary report.
Proceedings of the 6th International Conference on System of Systems Engineering, 2011

An Overview of Design Challenges and Methods in Aerospace Engineering.
Proceedings of the Complex Systems Design & Management, 2011

2010
Systems-of-Systems Analysis of Ballistic Missile Defense Architecture Effectiveness Through Surrogate Modeling and Simulation.
IEEE Syst. J., 2010

An architecture-based approach to identifying system-of-systems alternatives.
Proceedings of the 5th International Conference on System of Systems Engineering, 2010

2009
Technique for Concept Selection Using Interactive Probabilistic Multiple Attribute Decision Making.
J. Aerosp. Comput. Inf. Commun., 2009

2008
Modeling and simulation of integrated intelligent systems.
Proceedings of the 2008 Winter Simulation Conference, Global Gateway to Discovery, 2008

2007
Capability-Based Quantitative Technology Evaluation for Systems-of-Systems.
Proceedings of the 2nd IEEE International Conference on System of Systems Engineering, 2007

1998
A knowledge-based system integrated with numerical analysis tools for aircraft life-cycle design.
Artif. Intell. Eng. Des. Anal. Manuf., 1998


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