The inverse problem presents a unique challenge for both experimentalists and theorists in coupled enzyme assays like (1)-( ). First, the parameters that govern the enzyme activity of the non-observable reaction must somehow be determined from the indicator reaction, since progress curves from a typical in vitro laboratory experiment can only be generated for the indicator reaction.