Faithin Omaha eBook Collection

A core principle of physics is knowledge gained from data. Thus, deep learning has instantly entered physics and may become a new paradigm in basic and applied

What is deep learning for those who study physics? Is it completely different from physics? Or is it similar? In recent years, machine learning, including deep

This volume develops an effective theory approach to understanding deep neural networks of practical relevance.

A textbook covering data-science and machine learning methods for modelling and control in engineering and science, with Python and MATLAB®.

Designing molecules and materials with desired properties is an important prerequisite for advancing technology in our modern societies. This requires both the