1. Introduction
  1.1 Importance of multiphase flow in chemical reactors
  1.2 Objectives of the study
2. Fundamentals of multiphase flow
  2.1 Classification of multiphase flow regimes
  2.2 Interphase interactions and mass transfer phenomena
3. Computational modeling approaches
  3.1 Eulerian-Eulerian and Eulerian-Lagrangian methods
  3.2 Turbulence modeling in multiphase flows
4. Validation studies
  4.1 Benchmarking simulations with experimental data
  4.2 Sensitivity analysis of model parameters
5. Parametric analysis
  5.1 Influence of operating conditions on multiphase flow behavior
  5.2 Optimization of reactor design for enhanced performance