Approach to design optimization based on CAE and Machine Learning

Abstract

We are researching to utilize novel machine learning technology and CAE combined for design-estimation and design-optimization in product development. As an example, here is described to verify the fundamental methodology for predicting fluid drag force with a product shape using Deep Learning model which is trained by CFD simulation results.