Tony L Schmitz Contact schmitztl@ornl.gov All Publications Milling tool wear... Chatter detection in simulated machining data: a simple refined approach to vibration data Process damping identification using Bayesian learning and time domain simulation Using GANs to predict milling stability from limited data Process planning for hybrid manufacturing using additive friction stir deposition... Integration of discrete-event dynamics and machining dynamics for machine tool: Modeling, analysis and algorithms Cutting force estimation from machine learning and physics-inspired data-driven models utilizing accelerometer measurements... A framework for hybrid manufacturing cost minimization and preform design Predicting chatter using machine learning and acoustic signals from low-cost microphones Review and status of tool tip frequency response function prediction using receptance coupling... Physics-informed Bayesian machine learning case study: Integral blade rotors Evaluation of automated stability testing in machining through closed-loop control and Bayesian machine learning... Process window estimation in manufacturing through Entropy-Sigma active learning... Effects of surface treatments on ABS mechanical properties from fused filament fabrication... A machining digital twin for hybrid manufacturing... Hybrid manufacturing of Invar mold for carbon fiber layup using structured light scanning... America’s Cutting Edge CNC machining and metrology training... Dynamic force and stability prediction for milling using feed rate scheduling software and time-domain simulation... America’s Cutting Edge CNC machining and metrology training... Bayesian optimization for inverse calibration of expensive computer models: A case study for Johnson-Cook model in machining... Receptance coupling substructure analysis and chatter frequency-informed machine learning for milling stability... Stability Evaluation for a Damped, Constrained-Motion Cutting Force Dynamometer... Geometry-based, Gaussian profile model for optical knife-edge displacement sensor... REMOTE BAYESIAN UPDATING FOR MILLING STABILITY... INTEGRAL BLADE ROTOR MILLING IMPROVEMENT BY PHYSICS-GUIDED MACHINE LEARNING... Pagination Current page 1 Page 2 Page 3 Next page ›› Last page Last »