The term 'Father of Modern Science' typically refers to Galileo Galilei, an Italian polymath whose contributions to physics, astronomy, and scientific methodology laid the groundwork for modern scientific inquiry. His emphasis on observation, experimentation, and mathematical reasoning marked a significant shift away from Aristotelian philosophy, aligning with the broader changes of the Scientific Revolution that transformed how knowledge was pursued in the 16th and 17th centuries.