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Laser Diode Optimization using Wallace-Cut Robotics

Year: 2025

Type: article

Abstract: This white paper introduces an interdisciplinary approach that adapts theWallace Cut multidirectionalengraving principles to nanoscale robotic fabrication for plasmonic photonic systems.We propose Wallace Cut Robotics — high-precision, sub-micron robotic engraving controlled byreinforcement learning — to produce tunable metasurfaces and nanogroove arrays that optimizelaser diode emission, surface plasmon resonance (SPR) coupling, and near-field manipulation.We outline theoretical foundations, fabrication and control architectures, metrology and benchmarkingstrategies, and a prototyping roadmap for validating enhanced coupling, localization,and device-level improvements.

Source: Zenodo (CERN European Organization for Nuclear Research)

DOI: 10.5281/zenodo.16869310

Author: Davis, Koby

Language: English

Topic: Laser Material Processing Techniques

Subfield: Computational Mechanics

Field: Engineering

Domain: Physical Sciences

Open Access status: green

OpenAlex ID: W6912303626

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