2 citations · 2 across the 2 of their papers we have counts for
2 papers
cs.LG2025★ 2 cited
A Cutting Mechanics-based Machine Learning Modeling Method to Discover Governing Equations of Machining Dynamics
Alisa Ren, Mason Ma, Jiajie Wu +4
This paper proposes a cutting mechanics-based machine learning (CMML) modeling method to discover governing equations of machining dynamics. The main idea of CMML design is to inte…
math.DS2022
Integration of discrete-event dynamics and machining dynamics for machine tool: modeling, analysis and algorithms
Mason Ma, Alisa Ren, Christopher Tyler +4
Machining dynamics research lays a solid foundation for machining operations by providing stable combinations of spindle speed and depth of cut. Furthermore, machine learning has b…