Going forward, the design and characterization of novel anode, electrolyte and additive systems can start with the exploration of reaction space using chemical reaction networks. A list of the most important reactions likely to occur and contribute to SEI growth could be generated, with paths characterized using FlexTS and defined as template reaction paths using our reaction builder for input into the MC-MD method.