Research Fellow (Computational Nanofluidics), ChBE

Q: What qualifications do I need for the Research Fellow (Computational Nanofluidics) role?

You need a PhD in Chemical Engineering, Materials Science, Physics, Chemistry, or a related field , plus experience with quantum chemical and electronic structure methods and molecular simulation packages such as CP2K, VASP, or LAMMPS . A solid publication record and the ability to work independently and in a team are also expected. See this guide: what is a postdoctoral research fellow?

Q: How can I strengthen my application for this computational nanofluidics position?

Tailor your academic CV to highlight molecular dynamics simulations , quantum chemistry , and physics-informed machine learning . Name the specific tools you have used, such as TensorFlow or PyTorch , and include a clear publication list. Review how to write a winning academic CV and postdoctoral success strategies .

Q: What research areas will the Postdoctoral Researcher work on?

The role focuses on computational nanofluidics , particularly ion-pore electrostatic interactions and electrolyte transport through nanopores . You will help bridge classical and quantum descriptions of confined electrolytes using quantum chemical calculations , classical molecular dynamics , and physics-informed machine learning , with applications in clean water and energy technologies . Explore more research jobs .

Q: What technical skills are essential for this role at NUS?

Essential skills include electronic structure methods and experience with molecular simulation packages such as CP2K, VASP, and LAMMPS . Experience with machine learning or deep learning frameworks like TensorFlow or PyTorch is desirable, especially for physics-informed or scientific applications . See this example of how computational frameworks support research .

Q: Where is the position located and what is the application deadline?

The position is based at the Kent Ridge Campus of the National University of Singapore (NUS) , within the Department of Chemical and Biomolecular Engineering , College of Design and Engineering . The application deadline is 25 October 2026 . Prepare with research fellow interview questions and tips .

Job Title: Research Fellow (Computational Nanofluidics), ChBE

University-Level Unit: College of Design and Engineering

Faculty/Department-Level Unit: Chemical and Biomolecular Engineering

Employee Category: Research Staff

Location: Kent Ridge Campus

Posted On: 24/08/2026

Job Description

Applications are invited for a highly motivated Postdoctoral Researcher role in the group of Prof. Rahul Prasanna Misra in the Department of Chemical and Biomolecular Engineering at the National University of Singapore (NUS).

The successful candidate will develop and apply advanced computational models that capture the complex physics of ion-pore electrostatic interactions for electrolyte transport through nanopores. This would involve developing new theoretical frameworks for molecular simulations involving a combination of quantum chemical calculations, classical molecular dynamics (MD) simulations and physics-informed machine learning. A key objective of this work is to bridge classical and quantum descriptions of confined electrolytes, enabling predictive modelling across length and time scales. More broadly, the project seeks to understand and actively control transport and thermodynamic behaviour in next-generation membrane and nanofluidic systems, with the goal of advancing clean water and energy technologies.

Job Requirements

PhD in Chemical Engineering, Materials Science, Physics, Chemistry, or a related field
Experience with quantum chemical and electronic structure methods, and molecular simulation tools such as CP2K, VASP, LAMMPS, or related packages
Experience with machine learning or deep learning frameworks such as TensorFlow or PyTorch, particularly for physics-informed or scientific applications, is desirable
Track record of high quality publications, and the ability to work independently as well as in a team environment

Req ID: 34201

Job details

Title: Research Fellow (Computational Nanofluidics), ChBE
Employer: National University of Singapore
Location: Kent Ridge Campus
Published: Aug 26, 2026
Closes:: Oct 25, 2026
Job type: Full time, Academic / Faculty, Engineering
Field: Chemical Engineering

Find Your Best Opportunity

Tell them AcademicJobs.com sent you!

Frequently Asked Questions

🎓What qualifications do I need for the Research Fellow (Computational Nanofluidics) role?

You need a PhD in Chemical Engineering, Materials Science, Physics, Chemistry, or a related field, plus experience with quantum chemical and electronic structure methods and molecular simulation packages such as CP2K, VASP, or LAMMPS. A solid publication record and the ability to work independently and in a team are also expected. See this guide: what is a postdoctoral research fellow?

📝How can I strengthen my application for this computational nanofluidics position?

Tailor your academic CV to highlight molecular dynamics simulations, quantum chemistry, and physics-informed machine learning. Name the specific tools you have used, such as TensorFlow or PyTorch, and include a clear publication list. Review how to write a winning academic CV and postdoctoral success strategies.

🔬What research areas will the Postdoctoral Researcher work on?

The role focuses on computational nanofluidics, particularly ion-pore electrostatic interactions and electrolyte transport through nanopores. You will help bridge classical and quantum descriptions of confined electrolytes using quantum chemical calculations, classical molecular dynamics, and physics-informed machine learning, with applications in clean water and energy technologies. Explore more research jobs.

💻What technical skills are essential for this role at NUS?

Essential skills include electronic structure methods and experience with molecular simulation packages such as CP2K, VASP, and LAMMPS. Experience with machine learning or deep learning frameworks like TensorFlow or PyTorch is desirable, especially for physics-informed or scientific applications. See this example of how computational frameworks support research.

🌏Where is the position located and what is the application deadline?

The position is based at the Kent Ridge Campus of the National University of Singapore (NUS), within the Department of Chemical and Biomolecular Engineering, College of Design and Engineering. The application deadline is 25 October 2026. Prepare with research fellow interview questions and tips.