Digital Engineering

Mission Statement

Support the development of the next generation of digital models and ecosystems by closely aligning the physical and digital worlds

Overview

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This vision will be achieved through the:

  • Integration of models and data sources across disciplines and functional layers to inform decision-making
  • Development of advanced tools and capabilities
  • Training of ASDL students through Grand Challenges, Sponsored Research and Theses

Contacts

Dr. Olivia Pinon
Digital Engineering Division Chief

Dr. Scott Duncan
Dr. WoongJe Sung
Dr. Michael Balchanos
Dr. Jung-Ho Lewe
Dr. Tejas Puranik

Research Themes

Living Habitats & Smart Cities

Space Habitats
Smart Campus
Kendela Living Building

Digital Twins

Aircraft Digital Twin
Robotic Asset Digital Twin
Automation Digital Twin for Machine Health Monitoring

Machine Learning & Artificial Intelligence

Knowledge Extraction and Representation
Deep Learning applications
Natural Language Processing (NLP)

Data & Visualization Analytics

FORESIGHT
Mobility & Safety

Publications

Conference Papers

  • M. Huguenin, G. Achour, D. Commun, O. J. Pinon and D. N. Mavris, 3D Cloud Modeling using Data Fusion and Machine Learning Techniques, 2019 AIAA Aerospace Sciences Meeting, AIAA SciTech Forum, San Diego, California, January 7-11, 2019
  • J. Price, O.J. Pinon Fischer and D. N. Mavris, Definition of Optimal Agent Behaviors Using Reinforcement Learning, 2019 AIAA Aerospace Sciences Meeting, AIAA SciTech Forum, San Diego, California, January 7-11, 2019
  • E. Mangortey, J. Gilleron, G. Dard, O.J. Pinon Fischer and D. N. Mavris, Development of a Data Fusion Framework to support the Analysis of Aviation Big Data, 2019 AIAA Aerospace Sciences Meeting, AIAA SciTech Forum, San Diego, California, January 7-11, 2019
  • O.J. Pinon, D.J.L. Siedlak and D.N. Mavris, Enabling the Digital Factory through the Integration of Data-Driven and Simulation Model, 31st Congress of the International Council of the Aeronautical Sciences(ICAS), Belo Horizonte, Brazil, 9-14 September2018 [1]
  • D.N. Mavris, M.G. Balchanos, O.J. Pinon Fischer and WJ. Sung, Towards a Digital Thread-enabled Framework for the Analysis and Design of Intelligent Systems, Invited Paper in session on “Intelligent Systems in Engineering Design”,2018 AIAA Aerospace Sciences Meeting, AIAA SciTechForum, Gaylord Palms, Kissimmee, Florida, January 8-12, 2018, AIAA2018-1367, [2]
  • D.N. Mavris, M.G. Balchanos, WJ. Sung and O.J. Pinon, Towards a big Data-Enabled Virtual Experimentation Framework for Sustainability Oriented Large-Scale Infrastructure Planning, International Conference on Adaptive Modeling and Simulation (ADMOS 2017), Verbania, Italy, 26-28 June,2017
  • K. Griendling, O.J.Pinon and D. N. Mavris, Virtual Experimentation and Visual Analytics in Support of Systems Engineering and Systems-of-Systems Engineering Efforts, Invited Paper, 30th Congress of International Council of the Aeronautical Sciences (ICAS), DCC, Daejeon, Korea, September 25-30, 2016
  • D.N. Mavris, M.G. Balchanos, WJ. Sung, and O.J. Pinon, A Data Mining and Visual Analytics Perspective on Sustainability-Oriented Infrastructure Planning, Lecture Notes in Computer Science, Vol. 9714, pp.330-341, Ying Tan and Yuhui Shi(Eds), Springer, [doi:10.1007/978-3-319-409733_33], 2016
  • S. I. Briceno, O. J. Pinon, B. Laughlin and D. N. Mavris, Addressing Integration Challenges in the Design of Complex Aerospace Systems, NAFEMS World Congress (NWC), Salzburg, Austria, June 9-12, 2013
  • D. N. Mavris and O. J. Pinon, Chapter 1: An Overview of Design Challenges and Methods in Aerospace Engineering, Invited Paper in Complex Systems Design & Management, Omar Hammami, Daniel Krob and Jean-Luc Voirin (Eds), Springer, January 2012
  • D. N. Mavris, O. J. Pinon and E. Garcia, Modélisation et Visualization pour l’Aide à la Décision, Invited Paper, Les Entretiens de Toulouse – Rencontres Aérospatiales, Toulouse, France, May 3-4, 2011
  • D. N. Mavris, O. J. Pinon and D. Fullmer Jr, Systems Design and Modeling: A Visual Analytics Approach, Invited Paper, 27th Congress of International Council of the Aeronautical Sciences (ICAS), Nice, France, September 19-24, 2010