Post Doctoral Scholar- Chemical and Biomolecular Engineering
Core
Design and implement multiscale and hybrid modeling integrating first-principles simulations with machine learning for chemical and biological applications, including model-predictive control and optimization strategies.
Role type
Postdoctoral Researcher (Chemical Engineering & Machine Learning)
Builds
Production ML models and simulation frameworks for biomanufacturing and sustainability challenges
Domain
Chemical Engineering, Biomanufacturing, Computational Science
Deliverable
production ML models
Required skills
mechanistic modeling, machine learning frameworks, high-performance numerical simulation, data analysis, scientific publication, Python, MATLAB, C++, TensorFlow, PyTorch
Preferred skills
multiscale modeling, hybrid modeling, model-based control
Technologies
TensorFlow, PyTorch, Python, MATLAB, C++
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