This position will involve developing, validating, and deploying machine learning models to predict complex physical phenomena, including physical system trajectories
Job Summary
This position will involve developing, validating, and deploying machine learning models to predict complex physical phenomena, including physical system trajectories.
The postdoctoral associate will play a key role in authoring academic publications and will contribute to, and potentially lead, the preparation of grant proposals.
Iowa State Postdocs enjoy comprehensive health and work-life benefits, including medical and dental; retirement benefits; generous vacation and leave plans; onsite childcare; and various voluntary benefits and discounts.
Matching Summary
This position will involve developing, validating, and deploying machine learning models to predict complex physical phenomena, including physical system trajectories.
Skills & Requirements
Must-have
machine learning applied to physical systems
advanced programming in Python
experience with PyTorch and JAX
model calibration techniques
uncertainty quantification
Nice-to-have
authoring academic publications
preparation of grant proposals
interdisciplinary research environment
Key Requirements
Ph.D. in Engineering, Mathematics, Computer Science, or related fields