As a dual-major PhD student at Michigan State University, I am combining the disciplines of Mechanical and Material engineering with Computer Science. My research focuses on the development of physics-based machine-learned models to reduce the computational costs associated with nonlinear systems, as well as utilizing uncertainty quantification to create new algorithms that can tackle difficult computational problems. Additionally, I am working to promote knowledge transfer between the fields of machine learning and mechanics. Through my research, I hope to gain insights into the potential of computer science to enhance the capabilities of mechanical and material engineering. Check out my articles on google scholar or get in touch if you want to learn more! All of my projects’ source code is accessible as open source on GitHub (@A-Ghaderi), and the slides for many of my past talks can be found here.
(photo credit S.S.)