turbomachinery design process by replacing iterative RANS-based CFD loops with regression-driven inverse design. Instead... established CFD-driven design workflows using data-driven methods You do not need to be an expert in machine learning at the...
including Rolls-Royce, and extends it to full 3D turbomachinery configurations. By leveraging inverse design, the approach... in machine-learning-based regression and surrogate modelling - Motivation to challenge established CFD-driven design workflows...