Contributed Talks

• Data-driven and Automatic Surface Texture Analysis Using Persistent Homology, ICMLA 2021, December 2021
• Chatter Detection in Turning Using Dynamic Time Warping and Approximate and Eliminate Search Algorithm, SIAM Conference on Applications of Dynamical Systems, May 2021
• On Transfer Learning of Traditional Frequency and Time Domain Features In Turning, MSEC2020 (Virtual Conference), September 2020
• Data Driven Model Identification for a Chaotic Pendulum with Variable Interaction Potential, IDETC/MSNDC (Virtual Conference), August 2020
• Chatter Classification and Transfer Learning in Turning Using Topological Data Analysis and Dynamic Time Warping, MSU TDA Seminar, April 2020
• Topological Feature Vectors for Chatter Detection in Turning Processes, The 1st Midwest Graduate Student Conference: Geometry and Topology meet Data Analysis and Machine Learning, June 2019
• Topological Feature Vectors for Chatter Detection in Turning Processes, SIAM Conference on Applications of Dynamical Systems, May 2019
• Chatter diagnosis in turning using Topological Data Analysis, SIAM Great Lakes Section Meeting, April 2019

Live Demo

• Teaspoon: A comprehensive python package for topological signal processing, Topological Data Analysis and Beyond Workshop at NeurIPS 2020.