Computational Methods


Numerical algorithms for particle and grid-based multiphysics simulation

This research field focuses on the development of stable, efficient, and reproducible numerical schemes for particle and grid-based methods. Emphasis is placed on boundary treatment, accuracy improvement, and GPU-accelerated implementations for large-scale simulations.

Research Topics

Particle-Based Numerical Schemes

  • Advanced wall boundary treatments for SPH
  • Density diffusion-based and reconstruction-enhanced formulations
  • Stability and consistency improvements

Heat & Transport Modeling

  • Heat transfer models near rigid and deformable boundaries
  • Conjugate heat transfer in particle frameworks
  • Multiphase and multiphysics transport modeling

High-Performance & Reproducible Computing

  • CUDA-based parallel implementations
  • Contact detection and scalable data structures
  • Method verification, benchmarking, and reproducibility workflows

Computational methods