{"artifact_id":"L1-022","layer":"L1","title":"Spinning Disk Confocal (Nipkow) Microscopy","domain":"Microscopy","sub_domain":"Parallelized pinhole confocal imaging","physics_fingerprint":{"L_DAG":2.5,"title":"Spinning Disk Confocal (Nipkow) Microscopy","domain":"Microscopy","carrier":"photon","primitives":["K.psf.confocal","S.scan.nipkow","int.temporal"],"sub_domain":"Parallelized pinhole confocal imaging","noise_model":"poisson_gaussian","problem_class":"linear_inverse","solution_space":"3D_intensity","difficulty_delta":3,"integration_axis":"temporal","sensing_mechanism":"confocal_pinhole_array"},"observable_profile":{"metric":"PSNR_dB","regime":"Existence of the recovered 3D intensity is guaranteed within the declared Omega bounds. Uniqueness holds on the measurement-supported subspace; out-of-support modes are controlled by the declared priors. Stability is well-conditioned (kappa_eff ~= 7); disk_pattern_registration dominates the stability cliff; pinhole_crosstalk and the remaining mismatch parameters contribute higher-order bias terms. Poisson signal noise + gaussian read noise sets the irreducible data-fidelity floor, while mild Tikhonov or analytic inversion is sufficient at the nominal Omega point.","secondary":"SSIM"},"size_tiers":{"center_spec":{"omega":{"H":1024,"W":1024,"Z":50,"NA":1.3,"pixel_nm":100,"pinhole_AU":1.0,"peak_photons":300,"pinhole_crosstalk":0.0,"disk_pattern_registration":0.0},"input_format":"measurement_only","problem_class":"spinning_disk","forward_operator":"spinning_disk_forward","epsilon_fn_center":"27.5"},"omega_bounds":{"H":[256,4096],"W":[256,4096],"Z":[16,256],"NA":[0.8,1.45],"pixel_nm":[50,300],"pinhole_AU":[0.5,3.0],"peak_photons":[30,3000],"disk_speed_jitter":[0.0,0.05],"pinhole_crosstalk":[0.0,0.15],"disk_pattern_registration":[0.0,0.1]},"epsilon_bounds":{"psnr_db":[12.0,42.0]},"allowed_problem_classes":["spinning_disk"],"allowed_omega_dimensions":["H","W","Z","pixel_nm","NA","pinhole_AU","peak_photons","disk_pattern_registration","pinhole_crosstalk","disk_pattern_registration","pinhole_crosstalk","disk_speed_jitter"],"allowed_forward_operators":["spinning_disk_forward"]},"hardness_fn":{"type":"epsilon_fn","delta":3,"kappa":140,"metric":"PSNR_dB"},"initiator_dataset":[{"name":"primary","weight":1.0,"ipfs_cid":null,"license_hash":null}],"status":"testnet","staked_pwm":0.0,"chain_hash":"0xddc79916d834790652daaf2d3325292253d063a456c510e80156c2d77166cf84","chain_tx_hash":"0x9127913de66777e3b0a227e8aa693b002ff071ccfb436932f440d946fd97d0c6","chain_block":41554168}