This report details the improvement of pebble bed reactor modeling capabilities in the Pronghorn code in fiscal year 2022. The following accomplishments are reported: • DeploymentofweaklycompressiblefinitevolumeformulationtotheHTR- PM reference plan model. • Enable modeling of stagnant gas gaps in the finite volume formulation. • Enable using all Pronghorn correlations available in the finite element version in the finite volume version. • Modeling of decay heat in pebble bed reactors. • Simplifying the input for multiphysics equilibrium core calculations and significant reduction of execution time. • Implementation of advanced correlations developed by the Center of Excellence for Thermal-Fluids Applications in Nuclear Energy. In addition, this report includes a development plan for Pronghorn and associated NEAMS tools for prismatic gas-cooled reactors.