activity
20242026
most citedArtificial Intelligence for Quantum Computing

40 citations · 40 across the 5 of their papers we have counts for

collaborators

6 papers

quant-ph2026

Patchwork: automated lattice surgery and space-time partitioning for real-time decoding

Christopher Chamberland, Muyuan Li, Scott Thornton +3

We introduce patchwork, a lattice-surgery compiler for arbitrary multi-qubit Pauli measurements on a prescribed narrow-corridor two-dimensional surface-code layout. Systematic geom…

cs.LG2026

A Blueprint for Equilibrium-Based Differentiable Continuous-Variable Thermodynamic Computing

Owen Lockwood, Jérémy Béjanin, Joost Bus +4

To help address the escalating energy and latency demands of machine-learning workloads, we introduce a blueprint for an energy-efficient and fast thermodynamic computing stack tha…

quant-ph2026

Fast and accurate AI-based pre-decoders for color codes

Jan Olle, Christopher Chamberland, Muyuan Li +1

Color codes are promising alternatives to surface codes for universal fault-tolerant quantum computing due to their simpler lattice-surgery protocols and the transversal implementa…

quant-ph2026

Fast and accurate AI-based pre-decoders for surface codes

Christopher Chamberland, Jan Olle, Muyuan Li +2

Fast, scalable decoding architectures that operate in a block-wise parallel fashion across space and time are essential for real-time fault-tolerant quantum computing. We introduce…

quant-ph2025

Platform Architecture for Tight Coupling of High-Performance Computing with Quantum Processors

Shane A. Caldwell, Moein Khazraee, Elena Agostini +27

We propose an architecture, called NVQLink, for connecting high-performance computing (HPC) resources to the control system of a quantum processing unit (QPU) to accelerate workloa…

quant-ph2024★ 40 cited

Artificial Intelligence for Quantum Computing

Yuri Alexeev, Marwa H. Farag, Taylor L. Patti +25

Artificial intelligence (AI) advancements over the past few years have had an unprecedented and revolutionary impact across everyday application areas. Its significance also extend…