Emulator for the one-dimensional Lyman-alpha flux power spectrum. It was used to generate the results shown in https://arxiv.org/abs/2011.15127, https://arxiv.org/abs/2209.09895, and https://arxiv.org/abs/2305.19064.
It would be great to create a folder with figures like Fig. 10 of Cabayol-Garcia+2023, showing the precision of an L1O test for all mpg simulations (and nyx simulations if you think it is fine). We also could try to come up with a metric that summarizes the combined emulator error for all redshifts of a particular simulation. If so, we could plot these statistics as a function of the position of the simulation in the Delta2_star-n_star plane. Finally, if possible, it would be great if we could come up with two summary statistics correlated with the precision measuring the amplitude or slope of the power spectrum, respectively.
jchavesmontero
commented
9 months ago
It would be great to create a folder with figures like Fig. 10 of Cabayol-Garcia+2023, showing the precision of an L1O test for all mpg simulations (and nyx simulations if you think it is fine). We also could try to come up with a metric that summarizes the combined emulator error for all redshifts of a particular simulation. If so, we could plot these statistics as a function of the position of the simulation in the Delta2_star-n_star plane. Finally, if possible, it would be great if we could come up with two summary statistics correlated with the precision measuring the amplitude or slope of the power spectrum, respectively.