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Interactive Multivariable qPCR Simulator

Interactive qPCR simulator for testing how assay inputs change amplification curves.

The problem

Static qPCR plots make it hard to connect a change in starting copies, efficiency, or reaction conditions with the resulting curve. Learners need to change an input and inspect its effect.

My role

qPCR teaching model, browser controls, and amplification-curve visualization.

What I built

  • Interactive assay-input controls
  • Simulated amplification and fluorescence plots
  • Adjustable threshold with Ct readouts

The result

A runnable teaching tool for exploring how assay inputs change simulated amplification curves and Ct values.

Actual qPCR simulator interface after a default 40-cycle run, captured October 7, 2026. Curves are educational simulation output, not experimental measurements.
Actual qPCR simulator interface after a default 40-cycle run, captured October 7, 2026. Curves are educational simulation output, not experimental measurements.

Statusactive

Evidencerunnable

Record reviewed

Implementation

How it works

Set target copies, efficiency, cycling temperatures, inhibitors, and other inputs, then run the browser simulation. It plots amplification and fluorescence across cycles. After a run, moving the fluorescence threshold recalculates Ct values.

Technical context and methods

The runnable artifact includes controls for multiple targets, reaction conditions, threshold, and baseline subtraction. Its plots are model output rather than measurements from an instrument.

  • HTML
  • interactive simulation
  • qPCR
  • educational tooling