Publications

GAN For Microstructure Reconstruction and Generation

Using a special GAN architecture to generate novel images of carbon nanotubes in order to predict their electrical properties.

Authors: Cameron Maloney, Lucas Taliaferro, Jonathan Ventura, Long Wang

Conference: Multifunctional Materials and Structures I

Paper (in progress) | Blog | Code

SARFormer (AI for Search and Rescue)

Read more about this project below. The paper and code will be released soon.

Authors: Coming soon

Conference: Coming soon

Paper (coming soon) | Blog (coming soon) | Code (coming soon)

AirfoilSim

Calculating lift and drag coefficients using physics-informed neural networks trained on real wind-tunnel data for various airfoils. The paper and code will be released soon.

Authors: Coming soon

Conference: Coming soon

Paper (coming soon) | Blog (coming soon) | Code (coming soon)

OrofaclAnalysis

The MBGR protocol is a series of tasks that patients perform to help speech-language pathologists assess orofacial myofunctional disorders. We develop a computer vision application that analyzes patient videos as they complete tasks in the MBGR protocol and precisely collects and evaluates all relevant information from the videos, such as chewing mechanics, movement of facial features, and overall face shape. The paper and code will be released soon.

Authors: Coming soon

Conference: Coming soon

Paper (coming soon) | Blog (coming soon) | Code (coming soon)