Bringing a new product to market can be a lengthy and expensive process but there are tools available to help, including modelling and simulation. Drawing on a fundamental understanding of the underlying physics that shape a potential device, and its operations, these methods can help companies avoid potentially costly and time-consuming dead-ends.