Actinometry inputs
Ferrous calibration, ferrioxalate reference values, and pre/post actinometer measurements.
Photochemistry · Hard
Photoredox photon balance and quantum yield
Connect ferrioxalate actinometry, LED emission, reaction absorbance, quantitative assays, dark controls, and an independent condition without mixing calibration, training, or validation roles.
6 conditionstraining, validation, and dark control
10 inputsspectra, assays, metadata, and config
2 balancesincident and absorbed photons
13 filesrequired in the handoff
What the agent receives
Spectral inputs
Raw LED detector counts and time-resolved reaction absorbance with blank measurements.
Reaction assays
Replicate substrate, target-product, and side-product concentrations across declared time points.
Experimental roles
Metadata distinguishes four training conditions, one independent validation condition, and a dark control.
Required workflow
Calibrate photon measurement
Fit the ferrous assay and reconcile pre/post actinometry with the lamp spectrum and ferrioxalate response.
Separate incident and absorbed light
Combine detector-corrected emission with time-resolved reaction absorption and preserve interval-level photon accounting.
Connect photons to chemistry
Aggregate replicate assays, apply dark-control corrections, and retain condition-specific volume, path length, and timing.
Protect the validation boundary
Pool only training conditions, then use the held-out condition solely for independent validation.
Artifact contract
analysis.pyferrous_calibration_result.csvactinometry_results.csvreaction_assay_summary.csvabsorbed_photon_intervals.csvrun_quantum_yield_summary.csvpooled_quantum_yield.csvholdout_prediction.csvholdout_validation.csvactinometry_diagnostics.pngquantum_yield_comparison.pngholdout_validation.pngphotoredox_quantum_yield_report.md