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On the 96-well plate coverglass tilt and curvature suppression in 96-camera imaging system

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arxiv 2406.15621 v1 pith:7Z4G3VBF submitted 2024-03-13 physics.ins-det

classification physics.ins-det
keywords platedepthcovercurvatureeyesglasstiltaverage
verification ladder T0 review T1 audit T2 compute T3 formal
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The 96-eyes instrument is capable of computational extended depth of focus (eDOF) of up to +/- 30 micrometer in the phase channel, and conventional depth of field (DOF) of +/- 5 micrometer in the fluorescence channel. However, it requires minimal plate-to-plate cover glass depth variation to function. Plate depths are measured using a third-party plate scanner (Opera Phenix) grouped by plate types (Greiner UV-Star, Cell-Star, and Eppendorf meniscus-free). The two-dimensional (2D) depth dataset is aggregated through principal component analysis to obtain the top eight dominating 2D surface deformation modes. More than 90% of the variation can be explained by the plate's absolute depth and tilt (Pitch, Gradient-Y, and Gradient-X), followed by (~= 2%) the cover glass's curvature (Curve-Y and Curve-XY). Plate-to-plate average depth and tilt variations are suppressed by a customized kinematic mount anchoring the plate's cover glass at the instrument's imaging plane. The plate's average curvature is compensated by manually aligning all 96-eyes microscope objective lenses to track the plate's surface; an one-off calibration procedure aided by the backlash-free piezo-flexure z-stage. Design validation is conducted in silico, with the proof of concept experiment conducted on the 96-eyes with new mounting bracket retrofits.

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  1. Designing across domains with declarative thinking: Insights from the 96-Eyes ptychographic imager project

    physics.optics 2025-08 unverdicted novelty 3.0 of 10

    Formalizing imaging system requirements in a declarative, machine-readable language is claimed to improve traceability and reduce cross-team misalignment, based on the 96-Eyes project.

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