Two methods can be used to increase the speed of upstream development, which in turn speeds up the development of process understanding: * using Design of Experiments (DOE)-based strategies to design, analyze, and interpret experiments, resulting in getting better information in a timely fashion * using Lean principles to streamline the availability of information, materials, equipment, measurements, and personnel for the experimental process, thereby accelerating the flow of the experimental process.
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