Research
Journal Articles
Continuous Vital Signs Monitoring with Loose T-Shirt
Continuous Electrocardiogram Monitoring with a Loose T-Shirt
Interpreting Earth’s Inner Core Structure via Ultrasonic Scattering Experiments
An experimental study of the scattering of ultrasonic compressional waves in an hcp Zn-Sn alloy, serving as an analog to the Fe alloy in Earth’s inner core to better understand the origin of inner core seismic attenuation.
An Improved Machine Learning Model for Pure Component Property Estimation
A new Gaussian Process-based modeling framework that predicts the physico-chemical properties of chemical species.
Conference Posters
Deep Learning Loss Function and Data Optimization for A.I. Detection of Thin Film Grain Boundaries
Identify optimal combination of loss function and data to create a model that can generates an automated tracing most consistent with the ground truth
An Experimental Ultrasonic Method to Determine A Scattering Quality Factor, with Application to Earth's Inner Core
SEDI Poster 2024
Research Reports
Loss Function Evaluation
Accurate tracing of grain boundaries in microscopy images is vital in material science, yet current models need more data and a more accurate loss function. In this report, we present a twofold contribution to improving grain-tracing U-nets.