arxivquant-phcs.AIcs.LG2026-07-03
Self-Specializing Vision-Language Transmon Chip Calibration in a Physics-Grounded Environment
Animesh Tripathy, Aswanth Krishnan
Calibrating a superconducting transmon chip is a sequential decision problem under noise, drift, and a finite budget: an expert must choose experiments, read ambiguous plots, judge fit quality, and revise stale beliefs as the chip drifts. We study whether a vision-language agent…