Sensitivity analysis and uncertainty quantification
- Local sensitivity analysis for general ODE/DAE: forward sensitivity analysis by adaptive increment and staggered correction method, adjoint sensitivity method with consistent boundary and initial conditions, adjoint sensitivity method for PDE and adaptive mesh refinement.
- Sensitivity software developement: forward and backward, efficient evaluation for sensitivity equations, checkpointing technique for adjoint sensitivity analysis. He is the principle developer of adjoint sensitivity software DASPKADJOINT.
- Gradient-based control optimization, parameter estimation, inverse problems. He is one of the principle developers of the control optimization software COOPT.
- Parallel computation and automatic code generation for the sensitivity analysis.
Last modified: September 17, 2004