Tool category
Astrophysics and Cosmology
Section content
10 instruments in this category.
Observation planning, cosmology sensitivity, exoplanet triage and astrophysical inference tools.
Astrophysical Observation Feasibility and S/N Scout
Screens observation feasibility using target altitude proxy, sky/instrument constraints and S/N target.
- Best for
- Astrophysical observation feasibility and S/N scout
- Input
- 6 scored fields · 2 context fields
- Output
- Astrophysical observation feasibility and S/N scout
- Method
- observation planner
- Maturity
- Prototype · v1.0
- Limits
- Preliminary output · Human review required · Not certification
Astrophysical Observation Planner
Builds an observation-planning matrix from target, band, window, instrument constraints and signal-to-noise needs.
- Best for
- Astrophysical observation plan
- Input
- 5 scored fields · 2 context fields
- Output
- Astrophysical observation plan
- Method
- observation planner
- Maturity
- Prototype · v2.5
- Limits
- Preliminary output · Human review required · Not certification
Astrophysical Scale Converter
Converts astrophysical distance, redshift, luminosity, mass and time scales into order-of-magnitude notes.
- Best for
- Astrophysical scale conversion note
- Input
- 5 scored fields · 0 context fields
- Output
- Astrophysical scale conversion note
- Method
- formula workbench
- Maturity
- Research interface · v1.1
- Limits
- Preliminary output · Human review required · Not certification
Astrophysics Inference Risk Map
Maps inference risks from selection effects, calibration, priors, confounders and model assumptions.
- Best for
- Astrophysical inference risk map
- Input
- 6 scored fields · 0 context fields
- Output
- Astrophysical inference risk map
- Method
- heatmap
- Maturity
- Research interface · v2.7
- Limits
- Preliminary output · Human review required · Not certification
Cosmology Parameter Sensitivity Explorer
Builds a sensitivity table showing how selected cosmological parameters influence an observable under stated uncertainty ranges.
- Best for
- Cosmology parameter sensitivity table
- Input
- 5 scored fields · 1 context fields
- Output
- Cosmology parameter sensitivity table
- Method
- formula workbench
- Maturity
- Prototype · v2.9
- Limits
- Preliminary output · Human review required · Not certification
Exoplanet Candidate False-Positive Triage Card
Separates detection strength from false-positive pressure: periodicity, noise, stellar activity, blends and follow-up.
- Best for
- Exoplanet candidate false-positive triage card
- Input
- 7 scored fields · 0 context fields
- Output
- Exoplanet candidate false-positive triage card
- Method
- decision tree
- Maturity
- Prototype · v1.0
- Limits
- Preliminary output · Human review required · Not certification
Exoplanet Detection Signal Classifier
Classifies exoplanet detection signal plausibility from method, periodicity, noise, stellar activity and follow-up evidence.
- Best for
- Exoplanet signal plausibility card
- Input
- 6 scored fields · 0 context fields
- Output
- Exoplanet signal plausibility card
- Method
- decision tree
- Maturity
- Prototype · v3.1
- Limits
- Preliminary output · Human review required · Not certification
FLRW Cosmology Distance and Sensitivity Workbench
Computes flat-Lambda-CDM distance, age-lookback orientation and local sensitivity to H0 and Omega_m.
- Best for
- FLRW cosmology distance sensitivity table
- Input
- 5 scored fields · 0 context fields
- Output
- FLRW cosmology distance sensitivity table
- Method
- formula workbench
- Maturity
- Prototype · v1.0
- Limits
- Preliminary output · Human review required · Not certification
Scientific AI Reproducibility Dossier Generator
Creates a reproducibility dossier for scientific AI with data, code, environment, benchmark and uncertainty evidence.
- Best for
- Scientific AI reproducibility dossier
- Input
- 6 scored fields · 1 context fields
- Output
- Scientific AI reproducibility dossier
- Method
- validation protocol
- Maturity
- Prototype · v1.0
- Limits
- Preliminary output · Human review required · Not certification
Survey Selection/Systematics Risk Register
Builds an astrophysics survey systematics register for selection functions, calibration, covariance and photo-z/outlier risks.
- Best for
- Survey selection and systematics risk register
- Input
- 6 scored fields · 1 context fields
- Output
- Survey selection and systematics risk register
- Method
- heatmap
- Maturity
- Prototype · v1.0
- Limits
- Preliminary output · Human review required · Not certification