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This lecture is all about how nuclear reaction networks work and the physics they contain.
Hopefully, with this, the XNet network code will not seem like a black box.
Lecture slides: The Physics and Numerics of Astrophysical Nuclear Reaction Network
Nuclear Reaction Networks