Analysis
Simulation Engine
Run the full pipeline with stochastic parameters, monitor progress, and view execution logs.
18
Pipeline Scripts
200
MC Iterations
52
Stochastic Params
13
Fixed Params
Simulation Mode
Select execution mode and Monte Carlo configuration
Pipeline Scripts
Select scripts to execute
01 – Data Cleaning
02 – Intake Processing
03 – Diet LP LP Setup
04 – Diet LP LP Solve
05 – Allocation MIP Setup
06 – Allocation MIP Solve
07 – Statistical Models
08 – Causal Models
09 – Visualisation
10 – Calibration
11 – Stochastic Sim
13 – Bioavailability
15 – BRINDA Utils
16 – Master Calibration
17 – DALY Module
Execution Log
Pipeline output messages
14:32:01[INFO]Pipeline started with 200 MC iterations
14:32:02[INFO]Script 01: Loaded 17,996 ingredient records
14:32:05[INFO]Script 01: Cleaned 9,229 food events for 372 children
14:32:08[INFO]Script 02: Computed usual intakes for 767 children (NCI method)
14:32:15[INFO]Script 03: Diet LP LP setup complete - 14 nutrients, 49 foods
14:32:42[INFO]Script 04: LP solved - Module I best diet found
14:32:45[WARNING]Script 04: Vitamin B6 max %RNI = 67.7% (problem nutrient)
14:33:12[INFO]Script 13: Bioavailability computed - iron absorbed EAR = 0.39 mg/d
14:33:28[INFO]Script 16: DE optimiser converged after 148 iterations
14:33:45[INFO]Script 17: DALY burden = 7,595 (GBD 2019 framework)
Convergence
MC simulation convergence of iron inadequacy estimate