Robotic Nanoparticle Synthesis via Solution-based Processes
A framework uses screw geometry and programming by demonstration to automate long-horizon, multi-step chemical synthesis like nanoparticle creation. By extracting coordinate-invariant motion primitives from demonstrations, the robot can robustly sequence complex manipulations—such as pouring and stirring—to execute entire experimental protocols autonomously.