Scalable stellar evolution forecasting: Deep learning emulation vs. hierarchical nearest neighbor interpolation

K. Maltsev, F. R. N. Schneider, F. K. Roepke +5

Many astrophysical applications require efficient yet reliable forecasts of stellar evolution tracks. One example is population synthesis, which generates forward predictions of mo…