Postdoc: Quantum–Classical Nanofluidics for Membranes

National University of Singapore; Singapore; On-site; SGD 55,000 - 75,000; Full time

Job summary

The National University of Singapore invites applications for a Postdoctoral Researcher in the Department of Chemical and Biomolecular Engineering. The role will develop computational models for ion-pore electrostatic interactions in electrolyte transport through nanopores, bridging quantum and classical descriptions.

You will combine quantum chemical calculations, MD simulations, and physics-informed machine learning to enable predictive modelling across scales, contributing to next-generation

Qualifications

• PhD in a related field and strong publication record.
• Experience with quantum chemical/electronic structure methods and molecular simulations.

Responsibilities

• Develop and apply computational models for ion-pore electrostatic interactions.
• Bridge quantum and classical descriptions for electrolyte transport in nanopores.
• Collaborate with a team to enable predictive modelling across length/time scales.

Skills

Quantum chemistry

Molecular simulations

Physics-informed ML

Education

PhD in Chemical Engineering

Tools

CP2K

VASP

LAMMPS

Job description

The National University of Singapore invites applications for a Postdoctoral Researcher in the Department of Chemical and Biomolecular Engineering. The role will develop computational models for ion-pore electrostatic interactions in electrolyte transport through nanopores, bridging quantum and classical descriptions.

You will combine quantum chemical calculations, MD simulations, and physics-informed machine learning to enable predictive modelling across scales, contributing to next-generation