Physical memory, often referred to as RAM, is the hardware component in a computer that stores data temporarily for quick access by the CPU, enabling efficient processing of tasks. It differs from storage memory in that it is volatile, meaning it loses its contents when the power is turned off, allowing for faster read and write speeds compared to non-volatile storage like hard drives or SSDs.