How can an insulator without a Fermi surface show quantum oscillations?

In plain words

Quantum oscillations normally require a sharp boundary between filled and empty electron states, which an insulator lacks. Proposed explanations range from field effects on the insulating gap to new particles that carry no charge.

Precise statement

Candidates are Landau quantization of hybridized bands with a small inverted gap, which gives magnetization oscillations at the frequency of the unhybridized Fermi surface (Knolle and Cooper 2015); emergent neutral fermions with a Fermi surface (spinons, composite excitons, Majorana Fermi sea); and in-gap impurity bands or metallic inclusions. An answer predicts the frequency, the amplitude temperature dependence including deviations from Lifshitz-Kosevich form, and which quantities oscillate (magnetization, resistivity, heat capacity, thermopower) in $\mathrm{SmB_6}$, $\mathrm{YbB_{12}}$ and monolayer $\mathrm{WTe_2}$.

What would settle it

Amplitude versus temperature and gap size in a tunable system (pressure-tuned $\mathrm{YbB_{12}}$, gate-tuned $\mathrm{WTe_2}$ or InAs/GaSb wells) where the candidate theories make distinct predictions.

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