Semiconductor Nems Mass Sensitivity Calculator

Extract actual NEMS mass-loading frequency slope and independently observed noise-equivalent mass, not forward ideal frequency or a detection guarantee.

Description

Mass-loading sensitivity describes the measured change in resonant frequency per added mass.

Mass-loading sensitivity describes the measured change in resonant frequency per added mass.1

Referring observed frequency noise through that slope estimates an input mass-noise scale without establishing a detection guarantee.

When to use Semiconductor Nems Mass Sensitivity Calculator

Use this tool when you need to calculate the stated measurement summary or conditional model from matched observations. Prepare independently matched device or specimen measurements, units, branch selection, and model or calibration conventions.

How to use Semiconductor Nems Mass Sensitivity Calculator and understand its results

  1. Prepare independently matched device or specimen measurements, units, branch selection, and model or calibration conventions.
  2. Enter observedAddedNemsMassKg, observedNemsFrequenciesHz, observedFrequencyNoiseHz, following the field table and calculation rules below, then run the tool.
  3. Read signedMeasuredMassSensitivityHzKg, inputReferredNemsMassNoiseKg. Use the output table and calculation rules below to interpret units, signs, crossings, and flags.
  4. Correct any input issues and run again. Before using a successful result, review its units, signs, evidence coverage, and stated model or reference assumptions.
Input fieldMeaningValue typeRequirement
observedAddedNemsMassKgObserved added NEMS mass kglist of numberRequired
observedNemsFrequenciesHzObserved NEMS frequencies hzlist of numberRequired
observedFrequencyNoiseHzObserved frequency noise hznumberRequired

Use nonnegative added masses and noise, positive resonant frequencies, and a nonzero-variance linear regression. Preserve the fitted slope sign and require it nonzero. Divide frequency noise by its absolute slope for the mass-noise result.

The regression helper accepts 2–10000 aligned finite pairs with nonzero predictor variance. It fits ordinary least squares with a free intercept using shifted coordinates; samples need not be sorted unless this tool additionally requires it. R² is clamped to [0,1] and is one for constant responses. Transformed fits use the stated log or reciprocal predictor/response basis; R² is a fit summary rather than a confidence interval.

f=a+b×mass; sensitivity=b; massNoise=frequencyNoise/abs(b)

Read these symbols with the field meanings and branch or reference rules above.

Output fieldMeaningValue type
signedMeasuredMassSensitivityHzKgSigned measured mass sensitivity hz kgnumber
inputReferredNemsMassNoiseKgInput referred NEMS mass noise kgnumber
json
{
  "input": {
    "observedAddedNemsMassKg": [
      0,
      1,
      2
    ],
    "observedNemsFrequenciesHz": [
      10,
      9,
      8
    ],
    "observedFrequencyNoiseHz": 0.1
  },
  "output": {
    "signedMeasuredMassSensitivityHzKg": -1,
    "inputReferredNemsMassNoiseKg": 0.1
  }
}

Limitations and assumptions

Measurements, branch identification, units, and model applicability must be independently established. Results do not supply universal material constants, a complete physical model, or operating-condition approval.

Missing required fields, unknown fields, wrong types, and violated calculation rules return input issues. Numeric values must be finite; nonfinite numeric outputs are rejected. Arrays must be dense, with no missing cells. Numeric lists allow at most 10000 entries, subject to smaller tool-specific bounds above.

Alternative or Complementary methods

For a related task, use Semiconductor Nems Resonant Frequency Calculator: A mechanical mode has an effective mass and modal stiffness determined by its geometry and boundary conditions. Their harmonic oscillator ratio gives a conditional NEMS resonance frequency. For a complementary step, use Semiconductor Mems Resonator Quality Factor Calculator: Amplitude ringdown measures how a mechanical oscillation decays after excitation. Its decay time and resonance frequency define Q using an amplitude convention that differs from energy-decay time.

References

  1. Semiconductor Nems Mass Sensitivity Calculator — tool.io

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