Principles
17 of 531 shown
Combined view — mineable Principles ranked first, claim-board stubs after, all rendered with their tier badge.
Filter by physics:
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 |
|---|---|---|---|---|---|---|---|---|
| Phase-Field Allen-Cahn Dynamics | L1-327 | unregistered | Materials Science | 📋 Stub — not mineable | 5 | 3.5 | 0 | 0 |
| Cahn-Hilliard Phase Separation | L1-328 | unregistered | Materials Science | 📋 Stub — not mineable | 5 | 3.5 | 0 | 0 |
| CALPHAD Thermodynamic Modeling | L1-329 | unregistered | Materials Science | 📋 Stub — not mineable | 5 | 3.3 | 0 | 0 |
| Discrete Dislocation Dynamics | L1-330 | unregistered | Materials Science | 📋 Stub — not mineable | 5 | 3.8 | 0 | 0 |
| Grain Growth and Recrystallization | L1-331 | unregistered | Materials Science | 📋 Stub — not mineable | 3 | 3.1 | 0 | 0 |
| Classical Nucleation Theory | L1-332 | unregistered | Materials Science | 📋 Stub — not mineable | 3 | 3.1 | 0 | 0 |
| Solid-State Diffusion (Fick + Onsager) | L1-333 | unregistered | Materials Science | 📋 Stub — not mineable | 3 | 3 | 0 | 0 |
| Dendritic Solidification | L1-334 | unregistered | Materials Science | 📋 Stub — not mineable | 5 | 3.8 | 0 | 0 |
| Flory-Huggins Polymer Solution Theory | L1-335 | unregistered | Materials Science | 📋 Stub — not mineable | 3 | 3 | 0 | 0 |
| Rubber Elasticity Theory | L1-336 | unregistered | Materials Science | 📋 Stub — not mineable | 3 | 2.8 | 0 | 0 |
| Thin Film Growth Kinetics | L1-337 | unregistered | Materials Science | 📋 Stub — not mineable | 5 | 3.7 | 0 | 0 |
| Radiation Damage Cascade Dynamics | L1-338 | unregistered | Materials Science | 📋 Stub — not mineable | 10 | 4.2 | 0 | 0 |
| Electrochemical Corrosion Kinetics | L1-339 | unregistered | Materials Science | 📋 Stub — not mineable | 3 | 3.3 | 0 | 0 |
| Battery Electrode Electrochemistry (Newman-Doyle-Fuller) | L1-340 | unregistered | Materials Science | 📋 Stub — not mineable | 5 | 4.1 | 0 | 0 |
| Additive Manufacturing (Selective Laser Melting) Thermal Model | L1-341 | unregistered | Materials Science | 📋 Stub — not mineable | 5 | 3.9 | 0 | 0 |
| X-ray Diffraction Crystal Structure Recovery (analytical core) | L1-518 | unregistered | Materials Science | 📋 Stub — not mineable | 5 | 6.8 | 0 | 0 |
| X-ray Diffraction Crystal Space-Group Classification (PWDR) | L1-519 | unregistered | Materials Science | 📋 Stub — not mineable | 5 | 6.8 | 0 | 0 |