AI Scientific Instrument Architect Meta-Designer

Inverse physical sensor synthesis & measurement protocol discovery (Nature-grounded)

Domain & Constraints OPTIMIZED

Experimental Paradigm

Photon Budget / Dose 1200 photons

Adaptive Detector Nodes 16 elements

Target Resolution Limit 45 nm

Detector Noise Floor -24 dB

Why AI Meta-Design? Uniform classical tools hit the Abbe diffraction/shot-noise barrier. Bayesian inverse synthesis perturbs wavefront phases to maximize Fisher Information per incoming photon.

Instrument: Stochastic Phase-Engineered Pupil Mask (SPM-16) λ = 488nm | NA = 1.40 (Oil)

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CAD / Protocol Specification ✕

CAD / Protocol Specification