Research

Multiscale modeling
How to go from microscopic correlations to mesoscale phenomena?
Related publications
- A classical density functional theory for solvation across length scales, J. Chem. Phys. (2024)
- Learning classical density functionals for ionic fluids, Phys. Rev. Lett. (2025)
- A unified machine-learning framework for ab initio multiscale modeling of liquids, PNAS (2026)

Non-equilibrium response
How do fluids flow under the nanoscale?
Related publications
- Classical Quantum Friction at Water–Carbon Interfaces, Nano Lett. (2023)
- Revisiting the Green–Kubo relation for friction in nanofluidics, J. Chem. Phys. (2024)
- Momentum tunnelling between nanoscale liquid flows, Nature Nanotechnology (2025)
