Principles
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Combined view — mineable Principles ranked first, claim-board stubs after, all rendered with their tier badge.
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Problem classnonlinear_inverse (203)linear_inverse (199)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 (82)poisson (28)observation_gaussian (13)poisson_gaussian (13)measurement_gaussian (10)lognormal (9)deterministic (7)
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Domain:AllCompressive ImagingAstrophysicsComputational BiologyEnvironmental ScienceControl TheoryComputational FinanceRoboticsPetroleum EngineeringGeodesyParticle PhysicsOptimizationAstronomyPolymer PhysicsSemiconductor PhysicsComputational ChemistryQuantum MechanicsMaterials ScienceMicroscopyMedical ImagingCoherent ImagingComputational PhotographyComputational OpticsElectron MicroscopyDepth ImagingRemote SensingIndustrial InspectionUltrafast ImagingQuantum ImagingMultimodal FusionScanning ProbePlasma PhysicsNuclear EngineeringFluid DynamicsHeat TransferStructural MechanicsElectromagneticsAcousticsGeophysicsSignal ProcessingScientific InstrumentationSpectroscopy
| Title | ID | Chain | Domain | Tier | δ | L_DAG | Specs | Benchmarks |
|---|---|---|---|---|---|---|---|---|
| CMB Power Spectrum Parameter Estimation | L1-366 | unregistered | Astrophysics | 📋 Stub — not mineable | 5 | 3.8 | 0 | 0 |
| Supernova Light Curve Fitting | L1-372 | unregistered | Astrophysics | 📋 Stub — not mineable | 3 | 2.8 | 0 | 0 |
| Galaxy SED Fitting | L1-377 | unregistered | Astrophysics | 📋 Stub — not mineable | 3 | 3 | 0 | 0 |
| Exoplanet Transit Photometry Inversion | L1-380 | unregistered | Astrophysics | 📋 Stub — not mineable | 3 | 2.5 | 0 | 0 |
| Type Ia Supernova Distance Standardization | L1-381 | unregistered | Astrophysics | 📋 Stub — not mineable | 3 | 2.8 | 0 | 0 |
| Sea Ice Thermodynamic-Dynamic Inversion | L1-420 | unregistered | Environmental Science | 📋 Stub — not mineable | 5 | 3.5 | 0 | 0 |
| LiDAR Point Cloud 3D Mapping | L1-469 | unregistered | Geodesy | 📋 Stub — not mineable | 3 | 2.8 | 0 | 0 |
| Radiometric Sensor Calibration | L1-473 | unregistered | Geodesy | 📋 Stub — not mineable | 3 | 2.5 | 0 | 0 |