Interested in computational mechanics and real-world impact?
Our research focuses on:
- Computational modeling of advanced manufacturing processes, including laser welding and other joining processes
- Machine learning and 3D sensing for automated inspection and defect detection
- Geometric algorithms for robotic part identification, pose estimation, handling, and fixturing
- Advanced finite-element methods for fracture, material interfaces, and coupled electromagnetic problems
- Combining physics-based simulation with data-driven methods for manufacturing process understanding and automation
- Development of high-performance scientific software in C++ and Python, including parallel and GPU computing
What we're looking for:
- Strong background in mechanics, applied mathematics, computational engineering, or a related field
- Strong programming skills, particularly in C++ or Python
- Interest in numerical methods, machine learning, computer vision, or geometric computing
- Experience or interest in high-performance computing (OpenMP, MPI, CUDA)
- A passion for programming, modeling, and technical computing is essential.
Opportunities for PhD students
We welcome inquiries from highly motivated students interested in working at the intersection of computational mechanics, AI, and advanced manufacturing. Projects typically combine fundamental computational method development with experimental or industrial data and are often conducted in collaboration with industry partners.
If you're interested in joining our group, please email Prof. Oswald with your CV, research interests, and any supporting materials such as publications or code samples.