t u(x, t) + u u x = 2u x2 Reaction-di usion NISQ Num [LEK22] NISQ Exp [Dem+22], FTol Num [An+22]. Reaction di usion equations describe transport/di usion of substances and their trans- formation into other substances, for example to model the concentration of chemical components.