profile picture

Aimee Williams

Georgia Insitute of Technology, GTRI

mbse

virtual sensing

ai/ml

pmx

digital twin

predictive maitenance

virtual sensor

predictive maintenance

logistics

5

presentations

5

number of views

SHORT BIO

Dr. Aimee Williams is a Research Engineer II in the Aerospace Acoustics Technologies Division of ATAS at Georgia Tech Research Institute. Her current research interests are in the fields of solid propulsion combustion and plume analysis, and applications of machine learning such as digital twin, virtual sensing, predictive maintenance, and computer vision. Dr. Williams has a background in fundamental combustion research and applied optical diagnostics, specifically the combustion and dynamics of liquid fuel sprays. At GTRI, Aimee has experience in the design, implementation, and analysis of experimental studies, including the application of machine learning-based data processing techniques for solid propulsion and other aerospace applications.
She received her Ph.D. in Aerospace Engineering in 2019, as well as B.S. (2010) and M.S. (2013) degrees from Georgia Tech. Her doctoral thesis work described the interaction of autoignition initiation and fuel spray using spatially and temporally resolved high speed diagnostics such as chemiluminescence and planar laser induced fluorescence. This work also implemented rules-based computer vision techniques for image processing. Previous work studied the dynamics of bluff-body stabilized liquid Jet-A flames using high-speed diagnostics.

Presentations

Navy Applications Q&A Session

David Alvord and 6 other authors

Predictive Analytics Q&A Session

Denise Blady and 5 other authors

Requirements Considerations for AI/ML Digital Twin Model Transition

David Alvord and 1 other author

Virtual-Sensing for Predictive Reliability

David Pendleton and 1 other author

Digital Twin Virtual Sensor Development for H-60 Accelerometer Data Reconstruction

David Alvord and 1 other author

Stay up to date with the latest Underline news!

Select topic of interest (you can select more than one)

PRESENTATIONS

  • All Presentations
  • For Librarians
  • Resource Center
  • Free Trial
Underline Science, Inc.
1216 Broadway, 2nd Floor, New York, NY 10001, USA

© 2025 Underline - All rights reserved