July 2018
Intermediate to advanced
234 pages
6h 5m
English
Chapter 9: Conclusions
In this concluding book, we look back at our accomplishments and give some pointers for the evolution of deep learning for numerical applications (DL4NA).
In 2007, Jim Gray of Microsoft Research gave a speech in which he argued that we were entering a fourth paradigm in science (Hey et al. 2009).
His argument was that science and research have gone through several phases:
1. Experimental Science
This phase started thousands of years ago. It was mostly characterized by the observation of natural phenomena.
2. Theoretical Science
This phase started a few hundred years ago. It began ...