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Towards Automated Nanomanipulation under Scanning Electron Microscopy

2012· dissertation· en· 0 citations· W2762912366 on OpenAlex

Why is this work in the frame?

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

Canadian funderA Canadian agency funded it. The work may carry no Canadian affiliation at all.
Canadian venueIt was published in a Canadian venue.

No Canadian affiliation. An affiliation-only frame — the usual design — would never have seen this work. It is one of the works that make the case for inverting the frame.

The three-model screen

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All three models called this out of scope.

stratum: venue_new · design weight: 2684.25 (the sample is stratified; any rate computed without the weight is wrong)
Claude Opus 4.8OUT
genre: empirical
about Canada: no
confidence: high

Robotic nanomanipulation under electron microscopy; 'reproducibility' here refers to a manipulation procedure, a polysemy trap.

GPT-5.6 (high)OUT
genre: empirical
about Canada: no
confidence: high

It develops and evaluates automated nanowire manipulation technology, with reproducibility referring to process performance.

Grok 4.5OUT
genre: empirical
about Canada: no
confidence: high

Automated SEM nanomanipulation is materials/robotics engineering, not metaresearch.

Abstract

Robotic Nanomaterial Manipulation inside scanning electron microscopes (SEM) is useful for prototyping functional devices and characterizing one-dimensional nanomaterial’s properties. Conventionally, manipulation of nanowires has been performed via teleoperation, which is time-consuming and highly skill-dependent. Manual manipulation also has the limitation of low success rates and poor reproducibility. This research focuses on a robotic system capable of automated pick-place of single nanowires. Through SEM visual detection and vision-based motion control, the system transferred individual silicon nanowires from their growth substrate to a microelectromechanical systems (MEMS) device that characterized the nanowires’ electromechanical properties. The performances of the nanorobotic pick-up and placement procedures were quantified by experiments. The system demonstrated automated nanowire pick-up and placement with high reliability. A software system for a load-lock-compatible nanomanipulation system is also designed and developed in this research.

Stored with the screening record, where it is evidence for the labels above.

The record

Venue
Library and Archives Canada (Government of Canada)
Topic
Electron and X-Ray Spectroscopy Techniques
Field
Materials Science
Canadian institutions
Funders
University of Toronto
Keywords
Scanning electron microscopeNanotechnologyMicroscopyElectron microscopeMaterials scienceOpticsPhysics
Has abstract in OpenAlex
yes