This repository contains the complete materials—tutorial report, runnable code, and generated figures—for the Advanced Machine Learning assignment focusing on Convolutional Neural Networks (CNNs) and ...

This repository explores the application of convolutional filters and pooling operations on images using TensorFlow. It aims to provide a practical demonstration of how these fundamental components of ...

Abstract: One of the greatest challenges facing scientists doing large computation of vector fields in a distributed parallel setting is the need for optimal parallel algorithms for flow visualization ...

Abstract: Accurate fault diagnosis of trolley mechanisms in ship-to-shore cranes is essential for ensuring cargo transportation at ports. While deep neural networks (DNNs) have made some achievements ...