It’s a dystopian novel
it has two young people / children / tweens living wild and foraging post apocalypse
there's a section where one character picks chestnuts and the other says ‘those are horse chestnuts and totally inedible’
it came out in maybe 2010?
I thought it was ‘it ends with us’ (the Colleen Rooney now a film with Blake Lively) so I think the title is similar?