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 |
|---|---|---|---|---|---|---|---|---|
| Pharmacokinetics Compartment Model | L1-402 | unregistered | Computational Biology | 📋 Stub — not mineable | 3 | 2.5 | 0 | 0 |
| Physiologically Based PK (PBPK) | L1-403 | unregistered | Computational Biology | 📋 Stub — not mineable | 5 | 4 | 0 | 0 |
| Pharmacodynamics Dose-Response Inversion | L1-404 | unregistered | Computational Biology | 📋 Stub — not mineable | 3 | 2 | 0 | 0 |
| Lotka-Volterra Predator-Prey Dynamics | L1-407 | unregistered | Computational Biology | 📋 Stub — not mineable | 3 | 2.5 | 0 | 0 |
| Tumor Growth Model Inversion | L1-410 | unregistered | Computational Biology | 📋 Stub — not mineable | 3 | 2.5 | 0 | 0 |
| Gaussian Plume Atmospheric Dispersion | L1-414 | unregistered | Environmental Science | 📋 Stub — not mineable | 3 | 2.5 | 0 | 0 |
| Sediment Transport Inversion | L1-422 | unregistered | Environmental Science | 📋 Stub — not mineable | 3 | 2.8 | 0 | 0 |
| Contaminant Source Identification | L1-423 | unregistered | Environmental Science | 📋 Stub — not mineable | 5 | 4 | 0 | 0 |
| Arps Decline Curve Analysis | L1-464 | unregistered | Petroleum Engineering | 📋 Stub — not mineable | 3 | 2 | 0 | 0 |