The scientific principle that states that energy cannot be created or destroyed is known as the law of conservation of energy. This law implies that the total energy in a closed system remains constant, although it can change forms (e.g., potential to kinetic energy). The conservation of energy principle is foundational in physics, influencing various fields, including thermodynamics, mechanics, and engineering.