Research

Research interests: mathematical optimization, data science, numerical analysis, scientific computing, machine learning, and control

  • Derivative-Free Optimization

  • AI for optimization

  • Approximation theory and neural network approximation

  • Model-based trust-region methods

  • Subspace methods for large-scale optimization

  • Parallel computing and optimization

  • Numerical methods for multiple solutions of PDE