Principles
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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 |
|---|---|---|---|---|---|---|---|---|
| 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 |
| Dendritic Solidification | L1-334 | unregistered | Materials Science | 📋 Stub — not mineable | 5 | 3.8 | 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 |