Experiment Planner DOE Purpose The Experiment Planner DOE skill provides systematic experimental design for nanomaterial synthesis and processing optimization, enabling efficient exploration of parameter space and robust process development. Capabilities - Factorial design generation - Response surface methodology - Taguchi method implementation - ANOVA analysis - Optimization predictions - Robustness testing Usage Guidelines DOE Workflow 1. Design Selection - Identify factors and levels - Choose appropriate design - Calculate required runs 2. Execution Planning - Randomize run order - Includ…