Unifying machine learning and physics.
In this video, Dr. Ardavan (Ahmad) Borzou will discuss the history of unifications in physics and how we can unify physics and machine learning.
CompuFlair Website:
www.compu-flair.com.
Video Footage Courtesy of CERN:
Video link:
https://videos.cern.ch/record/2020780…
Terms of use:
“CERN provides the image free of charge for educational and informational use”
http://copyright.web.cern.ch.
Chapters:
00:00 — Introduction.
02:26 — What do we mean by unification.
05:05 — Why unification of machine learning \& physics matters.
06:13 — Start of modern unifications in physics.
07:27 — Unification of quantum theory, special relativity, and electromagnetism.
09:30 — Incorporating group theory.
11:00 — Unification of electromagnetic, weak, and strong forces.
12:39 — Unification of particle physics and statistical physics.
14:40 — Unification of physics and machine learning.
16:57 — Kernel density estimation.
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