Author

Frank Barrows

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Preprint Oct 2026

Equilibrium Learning of Quantum Circuits

Equilibrium learning trains a physical system using observables of its relaxed states. We extend this principle to gate-based quantum circuits by embedding a parametrized circuit in a Feynman-Kitaev (FK) Hamiltonian and imposing the compilation target either through an output clamping term or through a target-dependent...

Frank Barrows, T. Atif, Yiğit Subaşı et al. · 0 citations

Review Aug 2026

Resistive Switching and Neuromorphic Computing in Metal/Nb:SrTiO$_3$: Mechanisms, Interface Physics, and Charge Transport

Resistive switching (RS) in Nb-doped SrTiO$_3$ (Nb:STO) based memristive devices has attracted sustained interest in information processing and novel computing because of its forming-free operation, large on/off ratio, and gradual conductance modulation. Metal/Nb:STO Schottky junctions have emerged as a prototypical sy...

Christopher Broyles, E. Krenkel, Frank Barrows et al. · 0 citations