Inverse problem in CFD applications

  • Inverse modeling for unresolved geometry in CFD simulations

  1. J.-X. Wang, H. Xiao. Data-driven CFD modeling of turbulent flows through complex structures. International Journal of Heat and Fluid Flow, 62 (B): 138-149, 2016. [ArxivDOI, bib]
  • Tsunami flow inversion based on sediments


  1. J.-X. Wang, T. Hui, H. Xiao, and R. Weiss. Inferring tsunami flow depth and flow speed from sediment deposits based on ensemble Kalman filtering. Geophysical Journal of International, 212 (1), 646-658, 2018. [Arxiv, DOI, bib]
  2. H. Tang, J.-X. Wang, R. Weiss and H. Xiao. TSUFLIND-EnKF inversion model applied to tsunami deposits for estimation of transient flow depth and speed with quantified uncertainties, Marine Geology, 396 (1), 16-25, 2018, [Arxiv, DOI, bib]