Principles
12 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 |
|---|---|---|---|---|---|---|---|---|
| Ideal MHD — magnetohydrodynamics infinite-conductivity limit | L1-342 | unregistered | Plasma Physics | 📋 Stub — not mineable | 5 | 3.5 | 0 | 0 |
| Resistive MHD — finite-resistivity plasma | L1-343 | unregistered | Plasma Physics | 📋 Stub — not mineable | 10 | 3.7 | 0 | 0 |
| Vlasov Equation — collisionless kinetic plasma | L1-344 | unregistered | Plasma Physics | 📋 Stub — not mineable | 10 | 3.8 | 0 | 0 |
| Gyrokinetic — 5D reduced plasma kinetic | L1-345 | unregistered | Plasma Physics | 📋 Stub — not mineable | 10 | 3.8 | 0 | 0 |
| PIC (Particle-in-Cell) — plasma kinetic simulation | L1-346 | unregistered | Plasma Physics | 📋 Stub — not mineable | 5 | 3.5 | 0 | 0 |
| Fokker-Planck — Coulomb-collision kinetic | L1-347 | unregistered | Plasma Physics | 📋 Stub — not mineable | 5 | 3.3 | 0 | 0 |
| Grad-Shafranov — tokamak equilibrium | L1-348 | unregistered | Plasma Physics | 📋 Stub — not mineable | 5 | 3.2 | 0 | 0 |
| MHD Stability — linear eigenmode growth rates | L1-349 | unregistered | Plasma Physics | 📋 Stub — not mineable | 5 | 3 | 0 | 0 |
| Plasma Sheath — Debye-scale boundary layer | L1-350 | unregistered | Plasma Physics | 📋 Stub — not mineable | 3 | 3 | 0 | 0 |
| RF Heating — ICRF / LH / ECH wave absorption | L1-351 | unregistered | Plasma Physics | 📋 Stub — not mineable | 5 | 3.5 | 0 | 0 |
| Laser-Plasma Interaction — relativistic electron acceleration | L1-352 | unregistered | Plasma Physics | 📋 Stub — not mineable | 10 | 3.8 | 0 | 0 |
| Hall MHD — ion-scale physics in reconnection | L1-353 | unregistered | Plasma Physics | 📋 Stub — not mineable | 5 | 3.5 | 0 | 0 |