Would Elon Musk be more likely to know about astrology than physics? Hmmm, my chain of thoughts:
Elon Musk is a businessman and engineer with a bachelor's degree and unfinished Ph.D. in physics. Engineering is based on principles of applied physics. Astrology is not a form of science or applied science. Final answer: no.