Principles
12 of 529 shown
Claim Board — scientifically-declared inventory awaiting external contributors. Each stub is an open invitation: author the reference solver + dataset, open a PR, and earn the registration bounty. Not mineable until promoted to Tier 1/2 by 3-of-5 multisig.
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Problem classnonlinear_inverse (203)linear_inverse (197)parameter_estimation (62)linear_inverse_with_categorical_readout (18)statistical_inverse (5)forward (3)parametric_spectral_estimation (3)linear_inverse_count (3)
Noise modelgaussian (316)shot_poisson (80)poisson (28)observation_gaussian (13)poisson_gaussian (13)measurement_gaussian (10)lognormal (9)deterministic (7)
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| Title | ID | Chain | Domain | Tier | δ | L_DAG | Specs | Benchmarks |
|---|---|---|---|---|---|---|---|---|
| Raman Imaging (spontaneous inelastic photon scattering) | L1-137 | unregistered | Spectroscopy | 📋 Stub — not mineable | 3 | 2.7 | 0 | 0 |
| CARS — Coherent Anti-Stokes Raman Scattering | L1-138 | unregistered | Spectroscopy | 📋 Stub — not mineable | 5 | 3 | 0 | 0 |
| SRS — Stimulated Raman Scattering microscopy | L1-139 | unregistered | Spectroscopy | 📋 Stub — not mineable | 3 | 3 | 0 | 0 |
| FTIR Imaging — Fourier-Transform Infrared Hyperspectral Microscopy | L1-140 | unregistered | Spectroscopy | 📋 Stub — not mineable | 3 | 2.7 | 0 | 0 |
| LIBS — Laser-Induced Breakdown Spectroscopy imaging | L1-141 | unregistered | Spectroscopy | 📋 Stub — not mineable | 5 | 3 | 0 | 0 |
| Brillouin Microscopy (acousto-optic inelastic scattering) | L1-142 | unregistered | Spectroscopy | 📋 Stub — not mineable | 3 | 2.7 | 0 | 0 |
| SIMS — Secondary-Ion Mass Spectrometry Imaging | L1-143 | unregistered | Spectroscopy | 📋 Stub — not mineable | 3 | 2.7 | 0 | 0 |
| DESI-MSI — Desorption ElectroSpray Ionization Mass-Spec Imaging | L1-144 | unregistered | Spectroscopy | 📋 Stub — not mineable | 3 | 2.7 | 0 | 0 |
| UV-Vis Spectroscopy / Imaging (electronic absorption) | L1-145 | unregistered | Spectroscopy | 📋 Stub — not mineable | 1 | 2 | 0 | 0 |
| Nuclear Magnetic Resonance (NMR) Spectroscopy | L1-146 | unregistered | Spectroscopy | 📋 Stub — not mineable | 3 | 3 | 0 | 0 |
| XAS / EXAFS — X-ray Absorption & Extended X-ray Absorption Fine Structure | L1-147 | unregistered | Spectroscopy | 📋 Stub — not mineable | 5 | 3 | 0 | 0 |
| Isotope-Ratio Mass Spectrometry (IRMS) | L1-148 | unregistered | Spectroscopy | 📋 Stub — not mineable | 2 | 2 | 0 | 0 |