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)
Photon, electron, mechanical, etc. drawn from each manifest'sphysics_fingerprint block. Combine multiple facets to narrow further.
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 |
|---|---|---|---|---|---|---|---|---|
| N-body Gravitational Simulation | L1-364 | unregistered | Astrophysics | 📋 Stub — not mineable | 3 | 3 | 0 | 0 |
| Stellar Structure Inverse Problem | L1-370 | unregistered | Astrophysics | 📋 Stub — not mineable | 3 | 3 | 0 | 0 |
| Cardiac Electrophysiology (Monodomain) | L1-399 | unregistered | Computational Biology | 📋 Stub — not mineable | 5 | 4.5 | 0 | 0 |
| General Circulation Model (GCM) Inversion | L1-417 | unregistered | Environmental Science | 📋 Stub — not mineable | 10 | 6 | 0 | 0 |
| Numerical Weather Prediction Data Assimilation | L1-418 | unregistered | Environmental Science | 📋 Stub — not mineable | 10 | 5.5 | 0 | 0 |
| Ocean Circulation Inverse Modeling | L1-419 | unregistered | Environmental Science | 📋 Stub — not mineable | 5 | 5.5 | 0 | 0 |
| Carbon Cycle Biogeochemical Inversion | L1-424 | unregistered | Environmental Science | 📋 Stub — not mineable | 5 | 4.5 | 0 | 0 |
| Orbital Mechanics Inversion (Lambert) | L1-455 | unregistered | Robotics | 📋 Stub — not mineable | 3 | 2.8 | 0 | 0 |