17 citations · 32 across the 4 of their papers we have counts for
3 papers · 1 filter
Computing Wasserstein Distance for Persistence Diagrams on a Quantum Computer
Jesse J. Berwald, Joel M. Gottlieb, Elizabeth Munch
Persistence diagrams are a useful tool from topological data analysis which can be used to provide a concise description of a filtered topological space. What makes them even more…
Topological Data Analysis for True Step Detection in Piecewise Constant Signals
Firas A. Khasawneh, Elizabeth Munch
This paper introduces a simple yet powerful approach based on topological data analysis (TDA) for detecting the true steps in a piecewise constant (PWC) signal. The signal is a two…
Chatter Classification in Turning Using Machine Learning and Topological Data Analysis
Firas A. Khasawneh, Elizabeth Munch, Jose A. Perea
Chatter identification and detection in machining processes has been an active area of research in the past two decades. Part of the challenge in studying chatter is that machining…