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Can jammed magnetic particle pillars remember past fields?

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Magnetic fields pull nickel microparticles into conducting pillars that partly stay jammed when the field is removed, so the electrical current remembers how strongly and how quickly the field was changed.

Source

Magnetic field-driven particle assembly and jamming for bistable memory and response plasticity

Liu X, Tan H, Rigoni C, et al. · Science advances · 2022

doi.org/10.1126/sciadv.adc9394Read the full paper ↗15 citationscc by

Study at a glance

Design
Other — Lab experiment: nickel supraparticles between ITO electrodes in Helmholtz-coil fields, measuring current while varying field magnitude, ramp speed and pulse timing
N
Repeated runs on particle-filled cells at three particle loadings; no single sample count
Population
Solvothermally synthesised soft-ferromagnetic nickel colloidal supraparticles (about 1 μm) forming granular pillars
Outcome
Electrical current through the pillars as a function of magnetic field, field history and pulse timing

Structured fields used in claim comparison tables when every cited study has a complete layer.

What they did

Micrometre-sized, spiny nickel particles were sealed between two transparent electrodes and placed in a uniform magnetic field from Helmholtz coils. The field made the particles chain into pillars that bridge the electrodes and carry current, which was recorded while the field was raised, lowered, ramped quickly or slowly, or pulsed on and off with different timings. A simple 3 × 3 LED panel controlled by a hand-held magnet demonstrated the effect.

What they found

Current rose steeply up to about 4.0 mT as pillars first percolated, then more slowly. When the field was switched off quickly, a current about 0.7 times the maximum remained because the pillars jammed rather than collapsing, giving bistable memory that could be erased by shaking. Fast field jumps produced much larger currents than slow ramps, and pulsed fields could either raise current (36% above the steady-field level for 1 s on, 0.5 s off) or suppress it for longer off-times.

The limits

What it doesn't show

The explanations for jamming (magnetic dipole attraction plus friction from surface spikes, possibly trapped water) are proposed rather than directly measured. The comparison to neural plasticity is only a loose analogy; the system has no learning rule beyond relaxation kinetics. Results come from one particle system in small lab cells, with no statistics across many devices reported in the main text, and the LED demonstration used uncalibrated hand-held magnets.

Key terms

Jamming
A transition in which a granular material becomes rigid because particles are locked in place by contacts and forces, even without an ordered structure.
Hysteresis
When a system's state depends on its history, so the path while increasing a stimulus differs from the path while decreasing it.
Bistability
Having two stable states at the same external condition, here high or low current at zero field depending on history.
Percolation
The formation of a connected path spanning a system, here conducting pillars bridging the two electrodes.
Magnetic dipole-dipole interaction
The attraction or repulsion between magnetised particles that makes them chain along the field direction.

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Quiz yourself

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What causes the current to persist after the field is removed?

Common questions

Why doesn't the current drop to zero when the field is switched off?

The pillars jam: magnetic attractions and friction keep many particle contacts in place, so part of the conducting network survives.

Why do fast field changes give bigger current changes than slow ones?

Slow changes give particles time to rearrange (anneal) into jammed structures, while fast changes leave less time for this, altering how the pillars form and break.

How is the memory reset?

Mechanically shaking the cell collapses the jammed pillars, returning the current to zero.

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