Machine Learning Approaches for Knowledge Discovery in Nanophotonic Structures
Towards Interpretable Machine Learning for Healthcare
Self Calibrating Mixed Signal/RF Systems: Offline and Online Tuning Algorithms and Infrastructure
Understanding and Leveraging Data Manipulation for Improved Generalization
Gaussian Control Barrier Functions : A Gaussian Process based Approach to Safety for Robots
Stray Flux Monitoring and Multi-Sensor Fusion Condition Monitoring for Squirrel Cage Induction Machines
Reliable Sensor Intelligence in Resource Constrained and Unreliable Environment
Controlling Adatom Kinetics to Overcome Traditional Limitations for III-Nitride Ternary Alloys
HW/SW Methods for Scalable Training of Deep Learning Models
Development of a Tendon-driven, Voice-controlled Soft Robotic Hand Exoskeleton