1. A computerized method of accelerating the calculation of L* in accordance with physics-based model of conditions in the magnetosphere comprising: providing a surrogate model comprising surrogate model computer instructions and surrogate model data trained to be a surrogate for the physics-based model of magnetic belts; and processing the surrogate model computer instructions and surrogate model data with a computer processor to calculate L*.