2 papers
quant-ph2026
Physics-Informed Graph-Neural Decoding of the Surface Code: the Logical Signal as an Exact Topological Pairing
P. E. Trevisanutto, S. Dhanpal, S. Basak +2
We develop a physics-informed graph neural network (GNN) decoder for the surface code that solves a discrete Poisson equation on the syndrome graph, with the syndrome as the charge…
cond-mat.mtrl-sci2025
The role of primary and secondary electrons in scanning transmission electron microscopy of hybrid perovskites: the CsPbBr case
P. E. Trevisanutto, S. Taioli, M. Dapor +2
High-resolution imaging has revolutionized materials science by offering detailed insights into the atomic structures of materials. Electron microscopy and spectroscopy rely on ana…