Tootfinder

Simulation-based inference for neutrino interaction model parameter tuning
Karla Tame-Narvaez, Aleksandra \'Ciprijanovi\'c, Steven Gardiner, Giuseppe Cerati
https://arxiv.org/abs/2510.07454

Simulation-based inference for neutrino interaction model parameter tuning
High-energy physics experiments studying neutrinos rely heavily on simulations of their interactions with atomic nuclei. Limitations in the theoretical understanding of these interactions typically necessitate ad hoc tuning of simulation model parameters to data. Traditional tuning methods for neutrino experiments have largely relied on simple algorithms for numerical optimization. While adequate for the modest goals of initial efforts, the complexity of future neutrino tuning campaigns is expe…