Greco-Roman didn't believe in the scientific methods, it was very much based on thought experiments. Many of the scientific principles at the time could have been easily tested for truth but no one ever did it because of social reasons.

This. The Greeks believed that humans saw by shooting invisible beams out of their eyes that reflected off things and bounced back. No one ever seems to have asked the question "well, why can't we see in the dark, then?"