Eight hybrid deep studies

Eight deep studies, computed. Chosen as the most interesting of the twenty-five vectors: each has a plausible mechanism, a cheap first test, and a named failure that a control can expose. All numbers are illustrative order-of-magnitude calculations, not measurements.

1. Sorption-strain: read loading as voltage

A piezoelectric substrate under a sorbent converts loading-induced strain into a voltage.

Fractional loadingVoltage (mV)
0.0017e+06
0.017e+07
0.17e+08

Reads well; fails slow. The voltages are easily measurable, but sorbent creep produces a drift of the same order over hours, so the fast signal is real and the slow one is not. First test: load step, then hold; if the voltage relaxes with the same time constant as the mechanical creep, the sensor measures history, not loading.

2. Thermogalvanic membrane: temperature gradient across a separator

ΔT (K)Seebeck voltage (mV)
11.5
57.5
1015
2030

Millivolts per kelvin — measurable. The failure is that concentration polarisation produces a voltage with the same sign and similar size. First test: reverse the gradient at fixed mean temperature; polarisation reverses too slowly to follow.

3. Photothermal desorption: local versus bulk regeneration

With 50% of incident power absorbed in the sorbent, half the energy is available locally and half must come from the bulk. The advantage exists only when the optical penetration depth is shorter than the bed depth. Testable by measuring regeneration time against bed thickness at fixed power.

4. Magnetoelastic corrosion sensor

Material removed (µm)Relative magnetoelastic signal
10
101e-06
1006e-06

The signal grows linearly with mass loss but is tiny — parts in 10⁶ per micron. It saturates once magnetostriction does. Verdict: practical only with a lock-in measurement and a reference strip.

5. Acoustic levitation of a crystallising droplet

Radius (µm)Radiation force (µN)Weight (µN)
500.00.005
2000.00.329
5000.05.137

The force exceeds the weight by roughly an order of magnitude at 200 µm, so levitation is feasible — but the droplet evaporates during a crystallisation run, and the force scales with radius cubed while evaporation scales with radius squared. The experiment runs out of droplet before it runs out of force.

6. Enzymatic osmotic pump

Product concentration (M)Osmotic pressure (bar)
0.0010
0.010.0002
0.10.0025

Millimolar product gives millibar — far too small to pump against any real load. This vector fails on magnitude, and the calculation says so immediately. Useful as a negative result: it saves an experiment.

7. Triboelectric humidity sensing

Surface resistivity (Ω/sq)Decay time (s)
1e+128.854
1e+100.089
1e+080.001

The decay constant spans four orders of magnitude across plausible surface resistivities, which is why triboelectric humidity sensors drift: the measurement is of the surface, and the surface changes.

8. Electrochromic emissivity modulation

Charge (mC/cm²)Δε (saturated at 0.5)
10.02
50.1
200.4

Reaches a useful 0.2–0.5 modulation within a few mC/cm², which is achievable — but the infrared modulation depth is limited by the film thickness relative to the phonon wavelength. Most promising of the eight: it is the only one where the numbers come out comfortably above the noise floor.

9. Ranking the eight

VectorMagnitudeFailure riskVerdict
Electrochromic emissivitycomfortablemediumpursue
Sorption-straincomfortablecreep driftpursue with a creep control
Acoustic levitationcomfortableevaporationpursue at low temperature
Thermogalvanicmeasurablepolarisationpursue with a reversal control
Photothermal desorptionmeasurablemediumpursue by thickness series
Triboelectric humiditylarge but unstablesurface driftdiagnostic only
Magnetoelastic corrosionparts in 10⁶saturationneeds lock-in
Enzymatic osmotic pump10⁻³ bar—fails on magnitude

10. What to build first

Electrochromic emissivity modulation. It has the largest margin over its own noise, the failure mode is geometric rather than chemical, and the first test is a two-thickness comparison — no new apparatus beyond a spectrometer and a potentiostat.

11. Limits


Incoprea Research · fifth project, hybrid vectors · 3 November 2026. Design and computation. No experiment performed.