Root mean square speed is the measure of the average speed of particles in a gas, calculated as the square root of the average of the squares of individual particle speeds. It is mathematically expressed as $v_\text{rms} = \sqrt{\frac{3kT}{m}}$, where $k$ is Boltzmann's constant, $T$ is temperature, and $m$ is the mass of a gas particle.