research | AIML

precision fabrication

Vibration machining generates micro/nano gratings for efficient structural coloration

Uniform metal powders are produced at high-efficinecy by collecting the discrete chips resulting from ultrasonic vibraiton machining.

Achieving high-resolution direct writing of micro and nano fibers for novel applications in sensor and composite fabrication.

Harnessing the nonlinear response from squeezing a thin air film to generate substantial levitation force for non-contact manipulation.

A deep learning enabled photometric stereo method for confidence-aware surface height and normal reconstruction.

A robust deep leanring enabled digital image correlation with synthetic dataset generator.

An array of novel sensing techniques to achieve intelligent process sensing and control for directed energy deposition.

Continous monitoring of fatigue in factory workers using wearable sensors and machine learning.

Large scale surface patterning of micro-structured functional surfaces using a cohort of robots.

Leverage large foundation models to automate manufacturing design processes.