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D-Index & Metrics

Engineering and Technology

D-Index
50
Citations
15163
World Ranking
3996
National Ranking
1154

Overview

Dimitri N. Mavris is affiliated with the Georgia Institute of Technology in the United States. Their research primarily lies within the field of engineering, with a strong focus on aerospace engineering. The subfields of study represented in their work include aerospace engineering, statistics, probability and uncertainty, global and planetary change, control and systems engineering, and artificial intelligence.

The scientist's research topics cover various aspects of aerospace technology and engineering methodologies. Key areas of work include:

  • Advanced Aircraft Design and Technologies
  • Air Traffic Management and Optimization
  • Probabilistic and Robust Engineering Design
  • Risk and Safety Analysis
  • Computational Fluid Dynamics and Aerodynamics
  • Model Reduction and Neural Networks
  • Aerospace and Aviation Technology

Their recent publications illustrate active engagement in interdisciplinary research related to aviation, safety, and machine learning. Selected papers include:

  • An Application of DBSCAN Clustering for Flight Anomaly Detection During the Approach Phase (2020), presented at the AIAA Scitech 2020 Forum
  • Towards online prediction of safety-critical landing metrics in aviation using supervised machine learning (2020), published in Transportation Research Part C Emerging Technologies
  • Development of a Conditional Generative Adversarial Network for Airfoil Shape Optimization (2020), presented at the AIAA Scitech 2020 Forum
  • Application of structural topic modeling to aviation safety data (2022), published in Reliability Engineering & System Safety
  • Natural Language Processing Based Method for Clustering and Analysis of Aviation Safety Narratives (2020), published in Aerospace

Frequent coauthors in their work include Tejas G. Puranik, Olivia J. Pinon Fischer, Alexia P. Payan, Dushhyanth Rajaram, and Michael G. Balchanos. These collaborations suggest ongoing partnerships in research centered on aviation safety, aircraft design, and data-driven engineering analysis.

Mavris has contributed extensively to prominent publication venues related to aerospace and engineering, such as:

  • AIAA SCITECH 2023 Forum
  • AIAA Scitech 2021 Forum
  • AIAA Scitech 2020 Forum
  • AIAA AVIATION 2020 FORUM
  • AIAA SCITECH 2022 Forum

This range of venues reflects a sustained engagement with forums central to aerospace research, enabling dissemination and discussion of findings relevant to aircraft design, safety, and system optimization.

Best Publications

  • Next Generation More-Electric Aircraft: A Potential Application for HTS Superconductors

    C.A. Luongo;P.J. Masson;T. Nam;D. Mavris

  • Development and experimental characterization of a fuel cell powered aircraft

    Thomas H. Bradley;Blake A. Moffitt;Dimitri N. Mavris;David E. Parekh

  • A CONCEPT EXPLORATION METHOD FOR DETERMINING ROBUST TOP-LEVEL SPECIFICATIONS

    Wei Chen;Janet K. Allen;Dimitri N. Mavris;Farrokh Mistree

  • Application of Convolutional Neural Network to Predict Airfoil Lift Coefficient

    Yao Zhang;Woong Je Sung;Dimitri N. Mavris

  • Robust Design Simulation: A Probabilistic Approach to Multidisciplinary Design

    Dimitri N. Mavris;Oliver Bandte;Daniel A. DeLaurentis

  • A deep learning approach to flight delay prediction

    Young Jin Kim;Sun Choi;Simon Briceno;Dimitri Mavris

  • Uncertainty Modeling and Management in Multidisciplinary Analysis and Synthesis

    Daniel A. DeLaurentis;Dimitri N. Mavris

  • Prediction of weather-induced airline delays based on machine learning algorithms

    Sun Choi;Young Jin Kim;Simon Briceno;Dimitri Mavris

  • A framework for the quantitative assessment of performance-based system resilience

    Huy T. Tran;Michael Balchanos;Jean Charles Domerçant;Dimitri N. Mavris

  • Architecture and Principles of Systems Engineering

    Charles Dickerson;Dimitri N. Mavris

  • A Stochastic Approach to Multi-disciplinary Aircraft Analysis and Design

    Dimitri N. Mavris;Daniel A. DeLaurentis;Oliver Bandte;Mark A. Hale

  • Systems-of-Systems Analysis of Ballistic Missile Defense Architecture Effectiveness Through Surrogate Modeling and Simulation

    Tommer Ender;Ryan F Leurck;Brian Weaver;Paul Miceli

  • Design Optimization of a Truss-Braced-Wing Transonic Transport Aircraft

    Ohad Gur;Manav Bhatia;Joseph A. Schetz;William H. Mason

  • Technology Identification, Evaluation, and Selection for Commercial Transport Aircraft

    Dimitri N. Mavris;Michelle Rene Kirby

  • Energy-Constrained Multi-UAV Coverage Path Planning for an Aerial Imagery Mission Using Column Generation

    Unknown

  • Forecasting Technology Uncertainty in Preliminary Aircraft Design

    Michelle Rene Kirby;Dimitri N. Mavris

  • A Fault Diagnosis Method for Industrial Gas Turbines Using Bayesian Data Analysis

    Young K. Lee;Dimitri N. Mavris;Vitali V. Volovoi;Ming Yuan

  • Application of Probabilistic Methods for the Determination of an Economically Robust HSCT Configuration

    Dimitri N. Mavris;Oliver Bandte;Daniel P. Schrage

  • Real-time Scheduling Techniques for Electric Vehicle Charging in Support of Frequency Regulation☆

    Joosung Kang;Scott J. Duncan;Dimitri N. Mavris

  • An Application of DBSCAN Clustering for Flight Anomaly Detection During the Approach Phase

    Kevin Sheridan;Tejas G. Puranik;Eugene Mangortey;Olivia J. Pinon-Fischer

  • A Probabilistic Approach to Multivariate Constrained Robust Design Simulation

    Dimitri N. Mavris;Oliver Bandte

  • A Method for Technology Selection Based on Benefit, Available Schedule and Budget Resources

    Michelle Rene Kirby;Dimitri N. Mavris

Frequent Co-Authors

Thomas H. Bradley
Thomas H. Bradley Colorado State University
Farrokh Mistree
Farrokh Mistree University of Oklahoma
Joseph A. Schetz
Joseph A. Schetz Virginia Tech
George Vachtsevanos
George Vachtsevanos Georgia Institute of Technology
Carlos E. S. Cesnik
Carlos E. S. Cesnik University of Michigan–Ann Arbor
Wei Chen
Wei Chen Northwestern University
Janet K. Allen
Janet K. Allen University of Oklahoma
Eric Feron
Eric Feron King Abdullah University of Science and Technology
Thomas F. Fuller
Thomas F. Fuller Georgia Institute of Technology

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