292 citations · 1.3k across the 25 of their papers we have counts for
26 papers
Electronic Density versus Geometry for Machine-Learned Molecular Absorption Spectra
Siddharth Dhanpal, Peter Elliott, Paolo Emilio Trevisanutto +2
Molecular optical absorption spectroscopy provides a direct probe of electronic structure and is widely used for molecular identification, interpretation of photophysical behaviour…
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…
Enhancing Qubit Readout with Autoencoders
Piero Luchi, Paolo E. Trevisanutto, Alessandro Roggero +5
In addition to the need for stable and precisely controllable qubits, quantum computers take advantage of good readout schemes. Superconducting qubit states can be inferred from th…
Simulating the nanometric track-structure of carbon ion beams in liquid water at energies relevant for hadrontherapy
Pablo de Vera, Stefano Simonucci, Paolo E. Trevisanutto +4
The nanometric track-structure of energetic ion beams in biological media determines the direct physical damage to living cells, which is one of the main responsibles of their kill…
Understanding Anharmonic Effects on Hydrogen Desorption Characteristics of MgH Nanoclusters by ab initio trained Deep Neural Network
Andrea Pedrielli, Paolo E. Trevisanutto, Lorenzo Monacelli +3
Magnesium hydride (MgH) has been widely studied for effective hydrogen storage. However, its bulk desorption temperature (553 K) is deemed too high for practical applications.…
Collective excitations and quantum incompressibility in electron-hole bilayers
S. De Palo, P. E. Trevisanutto, G. Senatore +1
We apply quantum continuum mechanics to the calculation of the excitation spectrum of a coupled electron-hole bilayer. The theory expresses excitation energies in terms of ground-s…