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Job ID: 256308
Postdoctoral Researcher, Chemical Engineering and Materials Science
Stevens Institute of Technology
Job Description
Location: Stevens Institute of Technology, Hoboken, NJ
Principal Investigator: Prof. Pin-Kuang Lai
Position Type: Full-time, 1-year appointment (renewable depending on funding and performance)
Project Overview:
This position is supported by an industry-funded research collaboration between Stevens Institute of Technology and Janssen Research & Development, LLC. The project, “Next Generation Viscosity Prediction for Molecular Liability Reduction and Multi-Parameter Optimization Development,” focuses on building machine learning models and coarse-grained simulations to predict concentration-dependent viscosity behavior of therapeutic monoclonal antibodies (mAbs) based on empirical and in-silico features.
Key Responsibilities:
Lead the development and benchmarking of machine learning models (regression/classification) to predict mAb viscosity at various concentrations.
Perform molecular dynamics (MD) simulations to compute spatial charge maps (SCM),
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