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全职 Research Fellow (Machine Learning in Chemical Engineering), ChBE 工作, 薪水, National University Of Singapore Central Region (Singapore) 公司招聘中 - Ricebowl

Research Fellow (Machine Learning in Chemical Engineering), ChBE

National University Of Singapore

全职

Queenstown, Central Region (Singapore)

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工作地点

  • Queenstown Central Region (Singapore) Singapore

职位描述

岗位职责

Job Title: Research Fellow (Machine Learning in Chemical Engineering), ChBE
University-Level Unit: College of Design and Engineering
Faculty/Department-Level Unit: Chemical and Biomolecular Engineering
Employee Category: Research Staff
Location_ONB: Kent Ridge Campus
Posting Start Date: 14/09/2026

Job Description


  • The Research Fellow will work closely with the Principal Investigator on several research projects on using machine learning in chemical and optimization problems
  • The Research Fellow will help to develop machine learning models and control systems for both theory and applications

Job Requirements


1. A PhD degree in a relevant area, e.g., Chemical Engineering, Control Engineering, Computer Science, Systems Engineering, etc.



2. The candidates should have strong math, modeling, programming, and scientific writing skills, and prior experience in at least one of the following areas:


a. Chemical process modeling for electrochemical surface engineering processes and/or pharmaceutical crystallization, with expertise in dynamic/data-driven modeling, optimization, Aspen, COMSOL, or CFD


b. Techno-economic analysis (TEA) & life-cycle assessment (LCA) for chemical, energy, or biomanufacturing processes, based on simulation models in Aspen, COMSOL, etc.


c. Control theory & applications — including nonlinear systems, MPC, reinforcement learning, stability analysis, etc.

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