Publications

All articles can be found on my Google Scholar profile.

Journal Papers

Yesilli M.C., Chen J., Khasawneh F.A., Guo Y., Automated Surface Texture Analysis via Discrete Cosine Transform and Discrete Wavelet Transform, 2022 (Accepted for publication in Precision Engineering)
Yesilli M.C., Khasawneh F.A., and Otto A., Chatter Detection in Turning Using Machine Learning and Similarity Measures of Time Series via Dynamic Time Warping, 2022
Yesilli M.C., Khasawneh F.A., Otto A., Topological feature vectors for chatter detection in turning processes, The International Journal of Advanced Manufacturing Technology, 2022
Yesilli M.C., Khasawneh F.A., Otto A., On transfer learning for chatter detection in turning using wavelet packet transform and ensemble empirical mode decomposition, CIRP Journal of Manufacturing Science and Technology, 2019

Yesilli M.C., Khawarizmi P., Kwon P., Khasawneh F.A., Tool Wear Identification Using Persistent Homology and Machine Learning, 2022 (In submission)
Yesilli M.C., Khasawneh F.A., and Mann B.P., Transfer Learning for Autonomous Chatter Detection in Machining , 2022 (Under Review)
Myers A., Yesilli M.C., and Khasawneh F.A., On Time Series Methods for Chaos Detection: Application to Large Scale Double Pendulum Simulation, 2021 (Under Review)

Yesilli M.C., Chumley M., Chen J., Khasawneh F.A., and Guo Y., Exploring Surface Texture Quantification in Piezo Vibration Striking Treatment (PVST) Using Topological Measures, MSEC 2022 (Accepted)
Yesilli M.C. and Khasawneh F.A., Data-driven and Automatic Surface Texture Analysis Using Persistent Homology, ICMLA2021
Yesilli M.C. and Khasawneh F.A., On Transfer Learning of Traditional Frequency and Time Domain Features in Turning, MSEC 2020
Yesilli M.C. and Khasawneh F.A., Data Driven Model Identification for a Chaotic Pendulum With Variable Interaction Potential, IDETC 2020
Yesilli M.C., Tymochko S., Khasawneh F.A., Munch E., Chatter Diagnosis in Milling Using Supervised Learning and Topological Features Vector, ICMLA 2019
Tempelman J., Myers A., Yesilli M.C., Khasawneh F.A., Experimental Investigations Into Broadband Vibration Absorption of Metastructures With Lattice Designs, IDETC 2019

Myers A., Yesilli M.C., Tymochko S., Khasawneh F.A., and Munch E. Teaspoon: A Comprehensive Python Package for Topological Signal Processing, Topological Data Analysis and Beyond Workshop, NeurIPS 2020