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 research will incorporate uncertainty quantification and model calibration techniques to improve model reliability and interpretability.
Iowa State Postdocs enjoy comprehensive health and work-life benefits, including medical and dental; as well as retirement benefits, generous vacation, holiday, and sick time, and onsite childcare.
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 models
uncertainty quantification
model calibration techniques
Python
PyTorch
JAX
Nice-to-have
academic publications
grant proposal preparation
synergy between humans and complex interdisciplinary systems
Key Requirements
Ph.D. in Engineering, Mathematics, Computer Science, or related fields