ModelScope/

Spring — Hooke’s Law

Assumptions

Over what extension range does a constant-stiffness spring model adequately describe these measurements?

Force proportional to unloaded extension, with an optional empirical force offset.

Extension: x / m · Force: F / N

Reference scale is an assumed response noise floor, not measured uncertainty.

  • Extension is measured from the unloaded length.
  • A constant spring stiffness applies only within an approximately linear elastic regime.
  • Force-zero offset, apparatus effects, and loading history can alter the measurements.

Approximately linear elastic response; extension measured from unloaded length.

Hooke’s law assumes constant spring stiffness within an approximately linear elastic regime. A progressive departure may reflect geometry, material response, or measurement effects. The residual pattern alone cannot identify the cause.

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Synthetic educational data

Model fit

Force (N) vs. extension (m)

F = 33.048x

Force vs. extension

F / N
MeasurementsEarly-region referenceBest hinge comparisonTransition sensitivity range
3 linked measurements selected. Choose one point or row to inspect its exact values.

Residuals

ΔF / N

Residual = measured force − reference prediction. A sustained pattern matters more than a single unusual point.

Measurements 24 rows

Full evidence