Postdoctoral Fellow - College of Engineering - Department of Chemical Engineering
Core
Developing open-source tools for training and optimization of machine learning surrogates and advancing optimization-based conceptual design for new process development.
Role type
Postdoctoral Researcher in Process Systems Engineering
Builds
Open-source tools for ML surrogates and optimized process designs
Domain
Chemical Engineering / Process Systems Engineering / Machine Learning
Deliverable
production ML models
Required skills
Optimization-based conceptual design, Process systems engineering, Bioprocess modeling, Machine learning, Application development
Preferred skills
None stated
Technologies
None stated
Responsibilities
Advancing capabilities in optimization-based conceptual design for new process development, Development of open-source tools for training and optimization of machine learning surrogates, Interacting with faculty members and industrial/federal project sponsors
Seniority
Postdoctoral Fellow