Purpose
A model for astronomical inference under calibration limits, degeneracy, selection bias and independent-observation constraints.
FRAMEWORK
Astrophysics Inference Model
A model for astronomical inference under calibration limits, degeneracy, selection bias and independent-observation constraints.
framework routeevidence-oriented modelhuman review required
Evidence artifacts
Use the model to collect decision records, assumptions, risk boundaries, review checkpoints and operational evidence before relying on the output.
Use limits
This framework supports structured review. It does not replace accountable expert review, certification, regulatory approval or operational sign-off.
RELATED TOOLS
Instruments that operationalize this model.
Open a tool to turn the framework into an evidence checklist, readiness score or decision artifact.
Astrophysics and Cosmology
Astrophysics Inference Risk Map
Maps inference risks from selection effects, calibration, priors, confounders and model assumptions.
open instrument → Astrophysics and CosmologySurvey Selection/Systematics Risk Register
Builds an astrophysics survey systematics register for selection functions, calibration, covariance and photo-z/outlier risks.
open instrument → Astrophysics and CosmologyAstrophysical Observation Feasibility and S/N Scout
Screens observation feasibility using target altitude proxy, sky/instrument constraints and S/N target.
open instrument → Astrophysics and CosmologyAstrophysical Observation Planner
Builds an observation-planning matrix from target, band, window, instrument constraints and signal-to-noise needs.
open instrument → Astrophysics and CosmologyCosmology Parameter Sensitivity Explorer
Builds a sensitivity table showing how selected cosmological parameters influence an observable under stated uncertainty ranges.
open instrument → Astrophysics and CosmologyExoplanet Candidate False-Positive Triage Card
Separates detection strength from false-positive pressure: periodicity, noise, stellar activity, blends and follow-up.
open instrument →