Publications

  1. Joint work with G. Hu and X. Meng, AFVM4CFD: a C++ library for computational fluid dynamics based on finite volume methods, In preparation.
  2. Joint work with G. Hu and C. Liu, Optimizing molecular geometry using reinforcement learning with density functional theory, In preparation.
  3. Guanghui Hu, Ruo Li, Jingfeng Wang*. A multi-mesh approach for accurate computation of multi-target functionals in aerodynamics design, under review. [link]
  4. Jingfeng Wang and Guanghui Hu. A mechanism-informed reinforcement learning framework for shape optimization of airfoils, under review. [link]
  5. Jingfeng Wang and Guanghui Hu. Towards the efficient calculation of quantity of interest from steady Euler equations II: a CNNs-based automatic implementation. Communications in Computational Physics, in press. [link]
  6. Jingfeng Wang and Guanghui Hu. Towards the efficient calculation of quantity of interest from steady Euler equations I: A dual-consistent dwr-based h-adaptive Newton-GMG solver. Communications in Computational Physics, 35(3):579--608, 2024. [link]