- Lattice Boltzmann (LBM) for industrial flows
- Hybrid HPC+QPU solvers for multiphase fluid systems
- Turbulence modelling with AI accelerators
- Quantum simulation of reaction pathways
- Real-time industrial digital twins (combining PDE+QPU)
Equations & tools:
- LBM discrete Boltzmann equation
- DNS/LES turbulence models
- Variational quantum solvers for PDE-constrained systems
Scientific Value: state-of-the-art computational physics applied to industry, energy, and chemistry.