9 citations · 20 across the 5 of their papers we have counts for
5 papers
Modeling flying formations as flow-mediated matter
Christiana Mavroyiakoumou, Jiajie Wu, Leif Ristroph
Collective locomotion of swimming and flying animals is fascinating in terms of individual-level fluid mechanics and group-level structure and dynamics. Here we bridge and relate t…
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…
AFSD-Physics: Exploring the governing equations of temperature evolution during additive friction stir deposition by a human-AI teaming approach
Tony Shi, Mason Ma, Jiajie Wu +3
This paper presents a modeling effort to explore the underlying physics of temperature evolution during additive friction stir deposition (AFSD) by a human-AI teaming approach. AFS…
A Physics-informed Machine Learning-based Control Method for Nonlinear Dynamic Systems with Highly Noisy Measurements
Mason Ma, Jiajie Wu, Chase Post +4
This study presents a physics-informed machine learning-based control method for nonlinear dynamic systems with highly noisy measurements. Existing data-driven control methods that…
Literature review on vulnerability detection using NLP technology
Jiajie Wu
Vulnerability detection has always been the most important task in the field of software security. With the development of technology, in the face of massive source code, automated…