For example, neglecting external contamination such as the Earth's magnetic field or the Coriolis effect, physics (or chemistry, biology, etc.) experiments should give the same results regardless of the orientation of the apparatus.
BTW: The observation that the cosmic microwave background of the early universe looks isotropic is a strong piece of evidence in support of the big bang theory and cosmological inflation.