Data-driven discovery of drag-inducing elements on a rough surface through convolutional neural networks

Heesoo Shin, Seyed Morteza Habibi Khorasani, Zhaoyu Shi +3

Understanding the influence of surface roughness on drag forces remains a significant challenge in fluid dynamics. This paper presents a convolutional neural network (CNN) that pre…