Two Imperial academics have written a book to help students gain a deeper understanding of mathematics through the art of deriving formulae. In the age of machine learning, artificial intelligence, ...

Abstract: Radiative properties of thin films are derived based on the concept of optical coherence theory. Instead of the previous approach of deriving the property formulae based on the degree of ...

Formulae for trainable parameter counts and data shapes are developed for the convolutional and pooling layers in Keras as functions of layer parameters and input characteristics. The results are then ...