The claim that permanent magnets can create perpetual energy is scientifically refuted by the laws of thermodynamics, which dictate that energy cannot be created from nothing and that all systems experience irreversible energy dissipation.
Perpetual energy devices violate the First and Second Laws of Thermodynamics. The retrieved papers overwhelmingly affirm the absolute validity of the Second Law of Thermodynamics and the universal generation of entropy, leaving no physical basis for perpetual motion or energy creation using permanent magnets.