Interactive visual learning

Model, equation, code, and curve—kept in sync

Change one parameter, predict the consequence, then compare the mechanism, formula, implementation, and curve. Values are theoretical teaching examples, not fitted clinical results.

Parameter lab

Model family Clearance:

Predict first:

Diagram

Equation

Code

Curve

Correct versus misspecified diagnostics

Interpret first: Which panel shows a systematic model failure, what is the likely cause, and what targeted check should come next?

Adequate residual pattern

Misspecified residual pattern

Schematic diagnostic comparison. The time trend suggests missing dynamics or timing problems; first verify time, dose history, and study-specific data, then test a targeted structural remedy.

Dose → exposure → decision

Dose-regimen simulator

1-compartment teaching model

Try this: Keep the daily dose constant—compare 100 mg every 12 h with 200 mg every 24 h. Which regimen produces the smaller peak–trough swing?

Route Dose mg Interval h Doses Clearance L/h Volume L Absorption rate h⁻¹

What the curve means

NONMEM event encoding

Deterministic one-compartment simulation for education. It demonstrates regimen mechanics and is not a patient-specific dose recommendation.