P
Physics World Model

Principles

64 of 529 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.

TitleIDChainDomainTierδL_DAGSpecsBenchmarks
Computed Tomography (CT) — fan/cone-beam X-ray reconstructionL1-029unregisteredMedical Imaging📋 Stub — not mineable53.800
Magnetic Resonance Imaging (MRI) — proton-density / T1 / T2 contrastL1-030unregisteredMedical Imaging📋 Stub — not mineable53.600
Planar X-ray RadiographyL1-031unregisteredMedical Imaging📋 Stub — not mineable32.500
Clinical B-mode UltrasoundL1-032unregisteredMedical Imaging📋 Stub — not mineable33.500
Positron Emission Tomography (PET)L1-033unregisteredMedical Imaging📋 Stub — not mineable53.600
Single-Photon Emission Computed Tomography (SPECT)L1-034unregisteredMedical Imaging📋 Stub — not mineable53.500
Fluoroscopy (real-time X-ray)L1-035unregisteredMedical Imaging📋 Stub — not mineable32.800
Digital MammographyL1-036unregisteredMedical Imaging📋 Stub — not mineable32.800
Dual-Energy X-ray Absorptiometry (DEXA)L1-037unregisteredMedical Imaging📋 Stub — not mineable33.200
Cone-Beam CT (CBCT) — dental / interventionalL1-038unregisteredMedical Imaging📋 Stub — not mineable5400
X-ray Angiography (DSA)L1-039unregisteredMedical Imaging📋 Stub — not mineable3300
Diffuse Optical Tomography (DOT)L1-040unregisteredMedical Imaging📋 Stub — not mineable10400
Photoacoustic Tomography (PAT)L1-041unregisteredMedical Imaging📋 Stub — not mineable54.200
Optical Coherence Tomography (OCT)L1-042unregisteredMedical Imaging📋 Stub — not mineable33.500
Functional MRI (BOLD)L1-043unregisteredMedical Imaging📋 Stub — not mineable10400
Magnetic Resonance Spectroscopy (MRS)L1-044unregisteredMedical Imaging📋 Stub — not mineable53.500
Diffusion MRI (DWI / DTI / HARDI)L1-045unregisteredMedical Imaging📋 Stub — not mineable53.800
Doppler Ultrasound (color / spectral)L1-046unregisteredMedical Imaging📋 Stub — not mineable33.200
Elastography (Shear-Wave / Strain)L1-047unregisteredMedical Imaging📋 Stub — not mineable53.800
Fiber-Optic EndoscopyL1-048unregisteredMedical Imaging📋 Stub — not mineable3300
Fundus Imaging (retinal photography)L1-049unregisteredMedical Imaging📋 Stub — not mineable12.200
OCT Angiography (OCTA)L1-050unregisteredMedical Imaging📋 Stub — not mineable33.500
Proton Therapy (proton-beam radiation dose imaging)L1-051unregisteredMedical Imaging📋 Stub — not mineable5400
Brachytherapy Dose ImagingL1-052unregisteredMedical Imaging📋 Stub — not mineable33.200
Electronic Portal Imaging (EPID)L1-053unregisteredMedical Imaging📋 Stub — not mineable32.800
Photon-Counting CT (PCCT) — spectral detector CTL1-054unregisteredMedical Imaging📋 Stub — not mineable104.500
Magnetic Resonance Elastography (MRE)L1-055unregisteredMedical Imaging📋 Stub — not mineable5400
Chemical Exchange Saturation Transfer (CEST) MRIL1-056unregisteredMedical Imaging📋 Stub — not mineable53.800
Arterial Spin Labeling (ASL) MRIL1-057unregisteredMedical Imaging📋 Stub — not mineable53.500
MR Angiography (time-of-flight / phase-contrast)L1-058unregisteredMedical Imaging📋 Stub — not mineable33.400
Susceptibility-Weighted Imaging (SWI)L1-059unregisteredMedical Imaging📋 Stub — not mineable33.300
MR Fingerprinting (MRF)L1-060unregisteredMedical Imaging📋 Stub — not mineable104.500
Intravascular Ultrasound (IVUS)L1-061unregisteredMedical Imaging📋 Stub — not mineable53.800
Contrast-Enhanced Ultrasound (CEUS)L1-062unregisteredMedical Imaging📋 Stub — not mineable33.300
Digital Breast Tomosynthesis (DBT)L1-063unregisteredMedical Imaging📋 Stub — not mineable53.800
Confocal Laser Endomicroscopy (CLE)L1-064unregisteredMedical Imaging📋 Stub — not mineable33.300
Functional Near-Infrared Spectroscopy (fNIRS)L1-065unregisteredMedical Imaging📋 Stub — not mineable53.500
Electrical Impedance Tomography (EIT)L1-066unregisteredMedical Imaging📋 Stub — not mineable104.500
Magnetoencephalography (MEG)L1-067unregisteredMedical Imaging📋 Stub — not mineable104.500
Electroencephalography (EEG)L1-068unregisteredMedical Imaging📋 Stub — not mineable5400
Magnetic Particle Imaging (MPI)L1-069unregisteredMedical Imaging📋 Stub — not mineable5400
Quantitative Susceptibility Mapping (QSM)L1-503unregisteredMedical Imaging📋 Stub — not mineable57.400
Quantitative Photoacoustic Tomography (qPAT)L1-504unregisteredMedical Imaging📋 Stub — not mineable58.500
Pharmacokinetic Dynamic PET (PK-PET)L1-505unregisteredMedical Imaging📋 Stub — not mineable58.300
Hyperpolarized 13C Metabolic MRIL1-506unregisteredMedical Imaging📋 Stub — not mineable510.400
Joint MEG-EEG Source ImagingL1-507unregisteredMedical Imaging📋 Stub — not mineable51000
Optical Coherence Elastography (OCE)L1-508unregisteredMedical Imaging📋 Stub — not mineable58.400
Photoacoustic-Ultrasound Dual-mode Imaging (PAUS)L1-509unregisteredMedical Imaging📋 Stub — not mineable59.500
Cardiac 4D-flow MRI with Hemodynamic BiomechanicsL1-510unregisteredMedical Imaging📋 Stub — not mineable58.300
PillCam-SPECTRA Optical-Property Recovery (analytical core)L1-511unregisteredMedical Imaging📋 Stub — not mineable34.900
PillCam-SPECTRA Bleeding-Region Detection (PWDR)L1-512unregisteredMedical Imaging📋 Stub — not mineable36.900
Diabetic Retinopathy Grading from Fundus Imaging (PWDR)L1-513unregisteredMedical Imaging📋 Stub — not mineable3500
Chest CT Pneumonia/COVID Severity Classification (PWDR)L1-514unregisteredMedical Imaging📋 Stub — not mineable35.700
Mammographic Breast Density Classification BI-RADS (PWDR)L1-515unregisteredMedical Imaging📋 Stub — not mineable35.800
MR Spectroscopy Tumor Grading (PWDR)L1-516unregisteredMedical Imaging📋 Stub — not mineable35.900
Dermoscopy Skin Lesion Malignancy Classification (PWDR)L1-517unregisteredMedical Imaging📋 Stub — not mineable34.900
Pneumothorax Detection from Chest X-ray (PWDR)L1-523unregisteredMedical Imaging📋 Stub — not mineable34.600
Stroke Ischemic Core / Penumbra Classification from CT-Perfusion (PWDR)L1-524unregisteredMedical Imaging📋 Stub — not mineable57.300
Pulmonary Embolism Detection from CT Pulmonary Angiography (PWDR)L1-525unregisteredMedical Imaging📋 Stub — not mineable5700
Bone Fracture Detection from Radiograph (PWDR)L1-526unregisteredMedical Imaging📋 Stub — not mineable34.600
Knee / Hip Osteoarthritis Kellgren-Lawrence Grading (PWDR)L1-527unregisteredMedical Imaging📋 Stub — not mineable34.600
Glaucoma Optic-Disc Cupping Classification (PWDR)L1-529unregisteredMedical Imaging📋 Stub — not mineable35.600
Age-Related Macular Degeneration OCT Grading (PWDR)L1-530unregisteredMedical Imaging📋 Stub — not mineable35.600
EEG Seizure Detection (PWDR)L1-531unregisteredMedical Imaging📋 Stub — not mineable5600