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 and generous time off.
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
academic publications
grant proposal preparation
Python programming
PyTorch and JAX
Nice-to-have
synergy between humans and complex systems
intuitive and transformative user experiences
interdisciplinary systems
Key Requirements
Ph.D. in Engineering, Mathematics, Computer Science, or related fields