Euclid is widely regarded as the 'father of geometry' for his work 'Elements' (c. 300 BCE), which systematically presented the principles of geometry. While Pythagoras contributed the famous theorem, Euclid's axiomatic approach earned him this title. Aristotle studied logic and Kepler focused on astronomy.