ABSTRACT

This new volume explores the overlapping behavior of some aspects of computational science, focusing on the intersection of computing hardware, algorithms, mathematics, and data management components. The chapters discuss the various application areas of the computational science techniques such as artificial intelligence, machine learning, data science, quantum computing, image processing, evolutionary algorithms, process simulation, deep learning, big data analysis, etc.

chapter Chapter 1|11 pages

Artificial Intelligence

chapter Chapter 2|30 pages

Machine Learning

chapter Chapter 3|53 pages

Data Science

chapter Chapter 5|27 pages

Image Processing

chapter Chapter 6|18 pages

Evolutionary Algorithms

chapter Chapter 7|15 pages

Process Simulation

chapter Chapter 8|19 pages

Need for Deep Learning