What are the responsibilities and job description for the Postdoctoral Researcher position at Purdue University?
Job Description
This job will implement and further develop the Mechanics of Structure Genome (MSG) in JAX, enabling differentiable, massively parallel, GPU/TPU‑ready simulations. This AI/ML‑native framework will (i) cut compute time by orders of magnitude without losing fidelity, (ii) fuse physics and data seamlessly via autodiff, and (iii) unlock rapid design optimization, uncertainty quantification, and learning‑augmented solvers. In two years, the postdoc will work with graduate students under Prof. Yu’s supervision to establish a reusable, open foundation for AI/ML‑assisted multiscale modeling with immediate, high-potential impact.
Please refer to https://engineering.purdue.edu/AAE/research/apollo-11-postdocs/projects-2025/yu-ai-ml-framework-composites-simulation-using-jax for more details including application details.