Postdoctoral Fellow — Multiscale Modeling & ML in CBE

The Ohio State University; North Carolina; On-site; USD 52,000 - 65,000; Full time

Job summary

The Ohio State University’s College of Engineering, William G. Lowrie Department of Chemical and Biomolecular Engineering, seeks a Post Doctoral Scholar to advance multiscale and hybrid modeling with machine learning integration.

You will design models from molecular to process scales and publish findings. The ideal candidate holds a PhD in Chemical Engineering, is proficient in mechanistic modeling and ML frameworks (TensorFlow, PyTorch), and has strong programming skills (Python/MATLAB/C++).

Qualifications

• PhD in Chemical Engineering or related field is required.
• Experience with multiscale and hybrid modeling is required.
• Proficiency in mechanistic modelling and ML frameworks; strong programming skills.

Responsibilities

• Advance multiscale and hybrid modeling efforts from molecular to process scales.
• Develop model-predictive control and optimization strategies.
• Run high-performance numerical experiments and analyze data.
• Communicate findings through journal publications and conferences.
• Mentor students and collaborate across disciplines.

Skills

Multiscale modeling

Hybrid modeling

Model-based control

Machine learning

Python

MATLAB

C++

TensorFlow

PyTorch

Education

PhD in Chemical Engineering

Job description

The Ohio State University’s College of Engineering, William G. Lowrie Department of Chemical and Biomolecular Engineering, seeks a Post Doctoral Scholar to advance multiscale and hybrid modeling with machine learning integration.

You will design models from molecular to process scales and publish findings. The ideal candidate holds a PhD in Chemical Engineering, is proficient in mechanistic modeling and ML frameworks (TensorFlow, PyTorch), and has strong programming skills (Python/MATLAB/C++).