Publications

All articles are also on Google Scholar.

Journal Papers

• Pattern characterization using topological data analysis: Application to piezo vibration striking treatment (PVST). Precision Engineering, 2023. Publisher.
• Automated surface texture analysis via Discrete Cosine Transform and Discrete Wavelet Transform. Precision Engineering, 2022. Publisher · arXiv.
• Transfer learning for autonomous chatter detection in machining. Journal of Manufacturing Processes, 2022. Publisher · arXiv.
• Chatter Detection in Turning Using Machine Learning and Similarity Measures of Time Series via Dynamic Time Warping. Journal of Manufacturing Processes, 2022. Publisher.
• Topological feature vectors for chatter detection in turning processes. International Journal of Advanced Manufacturing Technology, 2022. Publisher · arXiv.
• On transfer learning for chatter detection in turning using wavelet packet transform and ensemble empirical mode decomposition. CIRP Journal of Manufacturing Science and Technology, 2019/2020. Publisher · arXiv.

Preprints

• Tool Wear Identification Using Persistent Homology and Machine Learning. Preprint (in submission). .
• On Time Series Methods for Chaos Detection: Application to Large Scale Double Pendulum Simulation. Preprint (under review). .

Conference Papers

• Exploring Surface Texture Quantification in Piezo Vibration Striking Treatment (PVST) Using Topological Measures. MSEC 2022. .
• Data-driven and Automatic Surface Texture Analysis Using Persistent Homology. ICMLA 2021. Publisher.
• On Transfer Learning of Traditional Frequency and Time Domain Features in Turning. MSEC 2020. Publisher.
• Data Driven Model Identification for a Chaotic Pendulum With Variable Interaction Potential. IDETC 2020. Publisher.
• Chatter Diagnosis in Milling Using Supervised Learning and Topological Features Vector. ICMLA 2019. Publisher.
• Experimental Investigations Into Broadband Vibration Absorption of Metastructures With Lattice Designs. IDETC 2019. .

Posters

• Teaspoon: A Comprehensive Python Package for Topological Signal Processing. Topological Data Analysis and Beyond Workshop, NeurIPS 2020. OpenReview.

Last updated: September 1, 2025.