Emulating Recombination with Neural Networks using Universal Differential Equations

Ben Pennell, Zack Li, James M. Sullivan

With an aim towards modeling cosmologies beyond the $\Lambda$CDM paradigm, we demonstrate the automatic construction of recombination history emulators while enforcing a prior of causal…