July 28, 2026 · Nathan Jones, Binayyak Roy, Valentine Mohaugen, Ian Lewis, Toby Cox, Sumanta Tewari, Rong Ge
Paper introducing MEDA, a measurement-efficient, disorder-aware framework that maps sparse conductance measurements directly to the robust periodic disorder invariant, cutting required measurement volume by 10×. Presented at IEEE Quantum Week (QCE 2026) and HPC Day.
Conference talk at IFORS 2026 in Vienna on optimizing the placement of radio mesh networks in mountainous terrain for disaster preparedness, using the Quantum Approximate Optimization Algorithm (QAOA) on quantum hardware and classical simulators.
June 15, 2025 · Toby Cox, Ian Lewis, Nathan Jones, Akhilesh Bondapalli
Poster on hardware-aware quantum circuit synthesis: a diffusion-model framework that builds circuits fitting a quantum processor’s qubit connectivity, with up to 8× the success rate of a hardware-agnostic baseline.
June 15, 2025 · Ian Lewis, Nathan Jones, Binayyak Roy
Poster presenting the first real evaluation of the periodic disorder invariant (PDI) in a Majorana zero mode prediction pipeline, using a ResNet CNN to map simulated conductance data to PDI phase maps.