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المؤشر العالمي للمخاطر (⁨Global Risks Index⁩)

The Global Risks Index · Methods · 45 capabilities

الضمان العلمي

Methods for VVUQ, assurance on the Julia and Python and r and rust compute planes.

الصفحة GRX-MTH-SAالطبعة إصدار خط الأساس 2026إقفال الأدلة 2026-09-30القيم لم تُنشر بعدالمنهجية v1.0.0-draft
45
capabilities
16
kernel-bound
4
method families
5
المعايير

01القدرات

45 capabilities

16 of 45 have a bound kernel or engine. States are shown as the registry records them; a request fails closed wherever an adapter, specialist model or governed data is still missing.

المنهجية Capability ID الحالة يعمل على
Unit Verification risk.capability.scientific-assurance.unit.verification.v1 Reference implementation –
Analytical Benchmark risk.capability.scientific-assurance.analytical.benchmark.v1 Adapter required Python · validation.error_metrics
Convergence Testing risk.capability.scientific-assurance.convergence.testing.v1 Adapter required Python · validation.convergence_order
Numerical Stability risk.capability.scientific-assurance.numerical.stability.v1 Adapter required Python · validation.invariants
Solver Tolerance risk.capability.scientific-assurance.solver.tolerance.v1 Adapter required –
Mesh Grid Convergence risk.capability.scientific-assurance.mesh.grid.convergence.v1 Adapter required –
Reproducibility risk.capability.scientific-assurance.reproducibility.v1 Reference implementation Python · validation.replay_compare
Cross Language Parity risk.capability.scientific-assurance.cross.language.parity.v1 Adapter required Python · validation.parity_compare
Deterministic Replay risk.capability.scientific-assurance.deterministic.replay.v1 Reference implementation –
المعايرة risk.capability.scientific-assurance.calibration.v1 Adapter required Python · validation.reliability_diagram
Holdout Testing risk.capability.scientific-assurance.holdout.testing.v1 Adapter required Python · validation.error_metrics
Cross Validation risk.capability.scientific-assurance.cross.validation.v1 Adapter required Python · spatial_validation.blocked_metrics
Hindcasting risk.capability.scientific-assurance.hindcasting.v1 Adapter required –
Backtesting risk.capability.scientific-assurance.backtesting.v1 Adapter required Python · validation.error_metrics
Event Reconstruction risk.capability.scientific-assurance.event.reconstruction.v1 Adapter required –
Reliability Diagram risk.capability.scientific-assurance.reliability.diagram.v1 Adapter required Python · validation.reliability_diagram
Residual Diagnostics risk.capability.scientific-assurance.residual.diagnostics.v1 Adapter required –
Goodness of Fit risk.capability.scientific-assurance.goodness.of.fit.v1 Adapter required –
Predictive Scoring risk.capability.scientific-assurance.predictive.scoring.v1 Reference implementation Julia · frontier_risk_math.brier_score
External Benchmark risk.capability.scientific-assurance.external.benchmark.v1 Adapter required –
Independent Replication risk.capability.scientific-assurance.independent.replication.v1 Adapter required –
Aleatory Uncertainty risk.capability.scientific-assurance.aleatory.uncertainty.v1 Adapter required –
Epistemic Uncertainty risk.capability.scientific-assurance.epistemic.uncertainty.v1 Adapter required –
Parameter Uncertainty risk.capability.scientific-assurance.parameter.uncertainty.v1 Adapter required –
Model Form Uncertainty risk.capability.scientific-assurance.model.form.uncertainty.v1 Adapter required –
Data Uncertainty risk.capability.scientific-assurance.data.uncertainty.v1 Adapter required –
Scenario Uncertainty risk.capability.scientific-assurance.scenario.uncertainty.v1 Adapter required –
Structural Uncertainty risk.capability.scientific-assurance.structural.uncertainty.v1 Adapter required –
Measurement Uncertainty risk.capability.scientific-assurance.measurement.uncertainty.v1 Adapter required –
Spatial Uncertainty risk.capability.scientific-assurance.spatial.uncertainty.v1 Adapter required –
Temporal Uncertainty risk.capability.scientific-assurance.temporal.uncertainty.v1 Adapter required –
Applicability Domain risk.capability.scientific-assurance.applicability.domain.v1 متصل engine.grix.risk.validation.vvuq.applicability.v1
Geographic Applicability risk.capability.scientific-assurance.geographic.applicability.v1 Adapter required –
Population Applicability risk.capability.scientific-assurance.population.applicability.v1 Adapter required –
Hazard Regime Applicability risk.capability.scientific-assurance.hazard.regime.applicability.v1 Adapter required –
Asset Class Applicability risk.capability.scientific-assurance.asset.class.applicability.v1 Adapter required –
Temporal Horizon Applicability risk.capability.scientific-assurance.temporal.horizon.applicability.v1 Adapter required –
Scenario Applicability risk.capability.scientific-assurance.scenario.applicability.v1 Adapter required –
Resolution Applicability risk.capability.scientific-assurance.resolution.applicability.v1 Adapter required –
Data Quality Applicability risk.capability.scientific-assurance.data.quality.applicability.v1 Adapter required –
Intended Use Applicability risk.capability.scientific-assurance.intended.use.applicability.v1 Adapter required –
Categorical Forecast Verification risk.capability.scientific-assurance.categorical.forecast.verification.v1 Adapter required Python · verification.contingency
Probabilistic Forecast Skill risk.capability.scientific-assurance.probabilistic.forecast.skill.v1 Adapter required Python · verification.brier_skill
ROC Analysis risk.capability.scientific-assurance.roc.analysis.v1 Adapter required Python · verification.roc
CRPS Verification risk.capability.scientific-assurance.crps.verification.v1 Adapter required Python · verification.crps
02النطاق

Methods, data and supports

Method families
VVUQ, robust statistics, Bayesian inference, global sensitivity
المجالات
VVUQ, assurance
Compute planes
Julia, Python, r, rust
Source classes
benchmark, calibration, holdout, run-receipt, external-review
Spatial supports
model-domain
Temporal supports
model-version, evaluation-window
متصل1
Reference implementation4
Adapter required40
03المعايير

Standards that govern this fabric

اقترح أسلوبًا

New methods are registered with a stable ID and a hand-derived golden test.