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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| Title | ID | Chain | Domain | Tier | δ | L_DAG | Specs | Benchmarks |
|---|---|---|---|---|---|---|---|---|
| Neutrino Oscillation Parameter Extraction | L1-485 | unregistered | Particle Physics | 📋 Stub — not mineable | 5 | 3.5 | 0 | 0 |
| Dark Matter Direct Detection Inversion | L1-486 | unregistered | Particle Physics | 📋 Stub — not mineable | 10 | 3.5 | 0 | 0 |
| Carrier Boltzmann Transport Equation | L1-490 | unregistered | Semiconductor Physics | 📋 Stub — not mineable | 5 | 3.7 | 0 | 0 |
| Kinetic Monte Carlo (KMC) | L1-309 | unregistered | Computational Chemistry | 📋 Stub — not mineable | 3 | 3 | 0 | 0 |
| Quantum Scattering Theory | L1-314 | unregistered | Quantum Mechanics | 📋 Stub — not mineable | 5 | 3.3 | 0 | 0 |
| Quantum Monte Carlo (VMC + DMC) | L1-321 | unregistered | Quantum Mechanics | 📋 Stub — not mineable | 10 | 3.8 | 0 | 0 |
| Classical Nucleation Theory | L1-332 | unregistered | Materials Science | 📋 Stub — not mineable | 3 | 3.1 | 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 |
| 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 |
| Pharmacokinetic Dynamic PET (PK-PET) | L1-505 | unregistered | Medical Imaging | 📋 Stub — not mineable | 5 | 8.3 | 0 | 0 |
| Chest CT Pneumonia/COVID Severity Classification (PWDR) | L1-514 | unregistered | Medical Imaging | 📋 Stub — not mineable | 3 | 5.7 | 0 | 0 |
| Mammographic Breast Density Classification BI-RADS (PWDR) | L1-515 | unregistered | Medical Imaging | 📋 Stub — not mineable | 3 | 5.8 | 0 | 0 |
| Pneumothorax Detection from Chest X-ray (PWDR) | L1-523 | unregistered | Medical Imaging | 📋 Stub — not mineable | 3 | 4.6 | 0 | 0 |
| Stroke Ischemic Core / Penumbra Classification from CT-Perfusion (PWDR) | L1-524 | unregistered | Medical Imaging | 📋 Stub — not mineable | 5 | 7.3 | 0 | 0 |
| Pulmonary Embolism Detection from CT Pulmonary Angiography (PWDR) | L1-525 | unregistered | Medical Imaging | 📋 Stub — not mineable | 5 | 7 | 0 | 0 |
| Bone Fracture Detection from Radiograph (PWDR) | L1-526 | unregistered | Medical Imaging | 📋 Stub — not mineable | 3 | 4.6 | 0 | 0 |
| Knee / Hip Osteoarthritis Kellgren-Lawrence Grading (PWDR) | L1-527 | unregistered | Medical Imaging | 📋 Stub — not mineable | 3 | 4.6 | 0 | 0 |
| PIC (Particle-in-Cell) — plasma kinetic simulation | L1-346 | 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 |
| Neutron Transport — linear Boltzmann equation | L1-354 | unregistered | Nuclear Engineering | 📋 Stub — not mineable | 10 | 3.8 | 0 | 0 |
| Neutron Diffusion — multi-group diffusion approximation | L1-355 | unregistered | Nuclear Engineering | 📋 Stub — not mineable | 5 | 3.2 | 0 | 0 |
| Criticality Eigenvalue — k-effective calculation | L1-356 | unregistered | Nuclear Engineering | 📋 Stub — not mineable | 5 | 3 | 0 | 0 |
| Monte Carlo Neutron Transport — stochastic particle tracking | L1-360 | unregistered | Nuclear Engineering | 📋 Stub — not mineable | 10 | 3.5 | 0 | 0 |
| Gamma-Ray Shielding — deep-penetration attenuation | L1-361 | unregistered | Nuclear Engineering | 📋 Stub — not mineable | 5 | 3 | 0 | 0 |
| Phase Retrieval — Gerchberg-Saxton / hybrid input-output | L1-247 | unregistered | Electromagnetics | 📋 Stub — not mineable | 5 | 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 |