activity
20152026
most citedDeep neural decoders for near term fault-tolerant experiments

85 citations · 303 across the 34 of their papers we have counts for

collaborators
Showing 2021 · quant-phShow all

5 papers · 2 filters

quant-ph2021★ 6 cited

Mixed-Integer Programming Using a Bosonic Quantum Computer

Farhad Khosravi, Artur Scherer, Pooya Ronagh

We propose a scheme for solving mixed-integer programming problems in which the optimization problem is translated to a ground-state preparation problem on a set of bosonic quantum…

quant-ph2021

Reflection-Based Adiabatic State Preparation

Jessica Lemieux, Artur Scherer, Pooya Ronagh

We propose a circuit-model quantum algorithm for eigenpath traversal that is based on a combination of concepts from Grover's search and adiabatic quantum computation. Our algorith…

quant-ph2021★ 1 cited

Nuwa: A Quantum Circuit Transpiler Based on a Finite-Horizon Heuristic for Placement and Routing

Shengru Ren, KaWai Chen, Navid Ghadermarzy +3

We introduce a novel transpiler for the placement and routing of quantum circuits on arbitrary target hardware architectures. We use finite-horizon, and optionally discounted, rewa…

quant-ph2021★ 62 cited

Neural Error Mitigation of Near-Term Quantum Simulations

Elizabeth R. Bennewitz, Florian Hopfmueller, Bohdan Kulchytskyy +2

Near-term quantum computers provide a promising platform for finding ground states of quantum systems, which is an essential task in physics, chemistry, and materials science. Near…

quant-ph2021★ 13 cited

A Benchmarking Study of Quantum Algorithms for Combinatorial Optimization

Krishanu Sankar, Artur Scherer, Satoshi Kako +8

We study the performance scaling of three quantum algorithms for combinatorial optimization: measurement-feedback coherent Ising machines (MFB-CIM), discrete adiabatic quantum comp…