Principles
28 of 28 shown
Claim Board — scientifically-declared inventory awaiting external contributors. Each stub is an open invitation: author the reference solver + dataset, open a PR, and earn the registration bounty. Not mineable until promoted to Tier 1/2 by 3-of-5 multisig.
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Problem classnonlinear_inverse (203)linear_inverse (197)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 (80)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.
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| Title | ID | Chain | Domain | Tier | δ | L_DAG | Specs | Benchmarks |
|---|---|---|---|---|---|---|---|---|
| Dissipative Particle Dynamics (DPD) | L1-474 | unregistered | Polymer Physics | 📋 Stub — not mineable | 5 | 4.2 | 0 | 0 |
| Self-Consistent Field Theory (SCFT) | L1-475 | unregistered | Polymer Physics | 📋 Stub — not mineable | 5 | 3.8 | 0 | 0 |
| de Gennes-Doi-Edwards Reptation Theory | L1-476 | unregistered | Polymer Physics | 📋 Stub — not mineable | 5 | 3.5 | 0 | 0 |
| Oldroyd-B Viscoelastic Constitutive Model | L1-477 | unregistered | Polymer Physics | 📋 Stub — not mineable | 5 | 3.6 | 0 | 0 |
| Classical Molecular Dynamics | L1-299 | unregistered | Computational Chemistry | 📋 Stub — not mineable | 3 | 3 | 0 | 0 |
| Chemical Kinetics via Stiff ODEs | L1-300 | unregistered | Computational Chemistry | 📋 Stub — not mineable | 3 | 3 | 0 | 0 |
| Combustion Chemistry and Ignition Kinetics | L1-301 | unregistered | Computational Chemistry | 📋 Stub — not mineable | 5 | 3.5 | 0 | 0 |
| Michaelis-Menten Enzyme Kinetics | L1-302 | unregistered | Computational Chemistry | 📋 Stub — not mineable | 1 | 2.5 | 0 | 0 |
| Eyring Transition State Theory | L1-303 | unregistered | Computational Chemistry | 📋 Stub — not mineable | 5 | 3.4 | 0 | 0 |
| Coarse-Grained Molecular Dynamics (MARTINI, Dry-MARTINI) | L1-306 | unregistered | Computational Chemistry | 📋 Stub — not mineable | 3 | 3.1 | 0 | 0 |
| Reactive Molecular Dynamics (ReaxFF + Bond Order) | L1-307 | unregistered | Computational Chemistry | 📋 Stub — not mineable | 5 | 3.5 | 0 | 0 |
| Free Energy Perturbation (FEP + TI + BAR) | L1-308 | unregistered | Computational Chemistry | 📋 Stub — not mineable | 5 | 3.7 | 0 | 0 |
| Kinetic Monte Carlo (KMC) | L1-309 | unregistered | Computational Chemistry | 📋 Stub — not mineable | 3 | 3 | 0 | 0 |
| Metropolis Monte Carlo | L1-310 | unregistered | Computational Chemistry | 📋 Stub — not mineable | 3 | 3 | 0 | 0 |
| 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 |
| Low-Rank Matrix Sensing (compressive matrix recovery) | L1-028 | unregistered | Compressive Imaging | 📋 Stub — not mineable | 3 | 3.2 | 0 | 0 |
| Atomic Force Microscopy (AFM) | L1-162 | unregistered | Scanning Probe | 📋 Stub — not mineable | 3 | 3 | 0 | 0 |
| Scanning Tunneling Microscopy (STM) | L1-163 | unregistered | Scanning Probe | 📋 Stub — not mineable | 5 | 3.5 | 0 | 0 |