Ivan Cole

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About

Ivan Cole is a pioneering researcher at the intersection of robotic manufacturing and advanced sensing technologies. His work centers on two key areas: in-process monitoring for additive manufacturing and precision calibration for robotic vision systems. Cole’s major contributions include developing novel methods for 4D reconstruction during robotic cold spray deposition, enabling real-time visualization of material buildup at industrial-scale deposition rates. This breakthrough addresses the complex interplay between robot motion, standoff distance, and spray angle—critical for achieving consistent part quality. His most cited work (14 citations, 2024) establishes a framework for capturing dynamic geometric changes during high-rate solid-state deposition, a significant step toward closed-loop control in additive manufacturing. Cole also introduced a streamlined, two-stage calibration method for multiple 2D laser profilers using a single-plane artifact (2025), reducing setup time while maintaining sub-millimeter accuracy for 3D scanning applications. This rapid hand-eye calibration technique has immediate practical value for high-precision robotic inspection and reverse engineering. With growing citation impact and publications in top venues, Cole is establishing himself as a leading voice in smart manufacturing, bridging the gap between real-time sensing and robotic process control.