Principles
25 of 25 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)
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| Title | ID | Chain | Domain | Tier | δ | L_DAG | Specs | Benchmarks |
|---|---|---|---|---|---|---|---|---|
| Drift-Diffusion Semiconductor Transport (TCAD) | L1-488 | unregistered | Semiconductor Physics | 📋 Stub — not mineable | 5 | 4 | 0 | 0 |
| Hydrodynamic Semiconductor Transport | L1-489 | unregistered | Semiconductor Physics | 📋 Stub — not mineable | 5 | 4.2 | 0 | 0 |
| Carrier Boltzmann Transport Equation | L1-490 | unregistered | Semiconductor Physics | 📋 Stub — not mineable | 5 | 3.7 | 0 | 0 |
| Non-Equilibrium Green's Function (NEGF) Quantum Transport | L1-491 | unregistered | Semiconductor Physics | 📋 Stub — not mineable | 10 | 4 | 0 | 0 |
| BSIM Compact MOSFET Model | L1-492 | unregistered | Semiconductor Physics | 📋 Stub — not mineable | 3 | 3.2 | 0 | 0 |
| Solar Cell Device Physics (Shockley-Queisser + drift-diffusion) | L1-493 | unregistered | Semiconductor Physics | 📋 Stub — not mineable | 3 | 3.4 | 0 | 0 |
| LED and Laser Rate Equations | L1-494 | unregistered | Semiconductor Physics | 📋 Stub — not mineable | 3 | 3.3 | 0 | 0 |
| Thermionic Emission at Metal-Semiconductor Interfaces | L1-495 | unregistered | Semiconductor Physics | 📋 Stub — not mineable | 3 | 3.1 | 0 | 0 |
| Quantum Well and Quantum Dot Electronic Structure | L1-496 | unregistered | Semiconductor Physics | 📋 Stub — not mineable | 5 | 3.6 | 0 | 0 |
| Kohn-Sham Density Functional Theory | L1-294 | unregistered | Computational Chemistry | 📋 Stub — not mineable | 5 | 3.3 | 0 | 0 |
| Hartree-Fock Self-Consistent Field | L1-295 | unregistered | Computational Chemistry | 📋 Stub — not mineable | 3 | 3.1 | 0 | 0 |
| Post-Hartree-Fock Correlated Methods (MP2, CCSD, CI) | L1-296 | unregistered | Computational Chemistry | 📋 Stub — not mineable | 10 | 4 | 0 | 0 |
| Ab Initio Molecular Dynamics (Car-Parrinello / BOMD) | L1-298 | unregistered | Computational Chemistry | 📋 Stub — not mineable | 10 | 3.7 | 0 | 0 |
| Semi-Empirical Quantum Chemistry (AM1, PM6, DFTB, xTB) | L1-304 | unregistered | Computational Chemistry | 📋 Stub — not mineable | 3 | 3 | 0 | 0 |
| Time-Dependent Schrödinger Equation | L1-313 | unregistered | Quantum Mechanics | 📋 Stub — not mineable | 5 | 3.5 | 0 | 0 |
| Quantum Scattering Theory | L1-314 | unregistered | Quantum Mechanics | 📋 Stub — not mineable | 5 | 3.3 | 0 | 0 |
| Quantum Tunneling Through Barriers | L1-315 | unregistered | Quantum Mechanics | 📋 Stub — not mineable | 3 | 3 | 0 | 0 |
| Electronic Band Structure | L1-316 | unregistered | Quantum Mechanics | 📋 Stub — not mineable | 5 | 3.2 | 0 | 0 |
| GW Approximation for Quasiparticle Energies | L1-319 | unregistered | Quantum Mechanics | 📋 Stub — not mineable | 10 | 4 | 0 | 0 |
| Quantum Monte Carlo (VMC + DMC) | L1-321 | unregistered | Quantum Mechanics | 📋 Stub — not mineable | 10 | 3.8 | 0 | 0 |
| Density Matrix Renormalization Group (DMRG) | L1-322 | unregistered | Quantum Mechanics | 📋 Stub — not mineable | 10 | 3.8 | 0 | 0 |
| Electron-Phonon Coupling and Eliashberg Theory | L1-325 | unregistered | Quantum Mechanics | 📋 Stub — not mineable | 10 | 3.9 | 0 | 0 |
| 4D-STEM — pixelated-detector scanning diffraction imaging | L1-088 | unregistered | Electron Microscopy | 📋 Stub — not mineable | 10 | 4.5 | 0 | 0 |
| Electron Backscatter Diffraction (EBSD) — crystallographic orientation mapping | L1-089 | unregistered | Electron Microscopy | 📋 Stub — not mineable | 5 | 4 | 0 | 0 |
| Correlative Light-Electron Microscopy (CLEM) | L1-161 | unregistered | Multimodal Fusion | 📋 Stub — not mineable | 5 | 4 | 0 | 0 |