Publications
13 peer-reviewed journal articles plus conference proceedings and preprints. The highlighted ones below are the work I would point to first; everything else follows in chronological order.
Citation counts from Google Scholar, September 2026.
Demonstrates 400,000 imaging pixels, a 400-fold increase over previous SNSPD arrays. Four superconducting buses and eight microwave lines recover photon position from pulse arrival times.
Nature 622 (7984), 730–734 (2023) · 172 citations
Studies how multiplexed gradient descent scales with network size. In the tasks studied, time to reach a target accuracy need not increase linearly with parameter count and can decrease for larger networks.
APL Machine Learning 3 (2), 026107 (2025) · 5 citations
Pushes single-photon detectors to strips 0.1 mm wide — a thousand times wider than conventional nanowires — while keeping intrinsic detection efficiency, reshaping what geometries large-area detectors can use.
Optica 13 (8), 1649–1657 (2026)
Introduces multiplexed gradient descent, using parameter perturbations and measured loss to train physical neural networks without backpropagation through a differentiable hardware model.
APL Machine Learning 1 (2), 026118 (2023) · 24 citations
The readout architecture behind the 400,000-pixel camera: thermal coupling lets a large detector array report through a handful of room-temperature lines instead of one wire per pixel.
Applied Physics Letters 121 (10), 102602 (2022) · 46 citations
Time-dependent Ginzburg–Landau simulations study vortex semiloops beneath a spatially nonuniform RF magnetic field and calculate the resulting nonlinear response, helping investigate limits on superconducting cavity performance.
Physical Review E 101 (3), 033306 (2020) · 62 citations
Journal articles, conference proceedings, preprints and thesis, newest first.