Openings

Multiple openings are available for Ph.D., Master’s, and postdoctoral researchers interested in exploring the frontiers of quantum and classical molecular dynamics, mesoscale and continuum modeling, and physics-inspired machine learning. Our group provides a collaborative and interdisciplinary environment to address fundamental and applied challenges at the water–energy nexus.

Postdoctoral Researchers

We are seeking highly motivated postdoctoral researchers with a strong foundation in theory and molecular simulations to contribute to cutting-edge research in the following areas:

• Development of ab initio trained force fields for classical molecular dynamics using machine learning or physics-based approaches

• Multiscale modeling of confined fluids bridging quantum, atomistic, and continuum scales

• Statistical mechanical theory development for predictive modeling of thermodynamic and transport properties

Candidates should hold a PhD in chemical engineering, materials science, physics, chemistry, or a related field, and demonstrate a strong publication record involving one or more of the following:

• Quantum chemistry software (e.g., CP2K, VASP, Psi4)

• Molecular dynamics packages (e.g., LAMMPS, OpenMM)

• Mesoscale or continuum-scale modeling, including theoretical framework development

• Deep learning frameworks (e.g., TensorFlow, PyTorch) applied to neural networks or physics-informed architectures

Interested applicants are encouraged to reach out via email with a CV and a brief research statement mentioning their expertise and future research goals.

Graduate Students

We welcome applications from motivated students interested in pursuing a Ph.D. or Master's degree in the Department of Chemical and Biomolecular Engineering at NUS. Applicants should have a background in chemical engineering, materials science, chemistry, physics, or a related field, and a strong interest in theoretical modeling and simulation.

Prospective students are encouraged to contact me directly via email with a copy of their CV and a brief description of their research interests. For information on graduate program requirements and application procedures, please refer to the NUS College of Design and Engineering website.