Results 41 to 50 of about 178 (50)

Performance of Quantum Annealing Machine Learning Classification Models on ADMET Datasets

IEEE Access
The Quantum Annealer built by D-Wave, known as Advantage, is currently the largest quantum computer in the world, featuring a topology called “Pegasus.” This groundbreaking system opens new possibilities for solving highly complex problems.
Hadi Salloum, Kamil Sabbagh, Vladislav Savchuk, Ruslan Lukin, Osama Orabi, Marat Isangulov, Manuel Mazzara   +6 more
doaj   +1 more source

Decomposition of Large-Scale Quadratic Unconstrained Binary Optimization Problems for Quantum Annealers and Quantum-Inspired Annealers

Engineering Proceedings
We study the decomposition of large-scale Quadratic Unconstrained Binary Optimization Problems (QUBO) formulations for quantum and quantum-inspired annealers and propose two decomposition mechanisms.
Jehn-Ruey Jiang, Qiao-Yi Lin
doaj   +1 more source

A comprehensive benchmark of an Ising machine on the Max-Cut problem

New Journal of Physics
Quadratic unconstrained binary optimization (QUBO) formulations of combinatorial optimization problems allow for solving them using various quantum heuristics.
Salwa Shaglel, Markus Kirsch, Marten Winkler, Christian Münch, Stefan Walter, Fritz Schinkel, Martin Kliesch   +6 more
doaj   +1 more source

A Single-Step Multiclass SVM Based on Quantum Annealing for Remote Sensing Data Classification

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
In recent years, the development of quantum annealers has enabled experimental demonstrations and has increased research interest in applications of quantum annealing, such as in quantum machine learning and in particular for the popular quantum support ...
Amer Delilbasic, Bertrand Le Saux, Morris Riedel, Kristel Michielsen, Gabriele Cavallaro   +4 more
doaj   +1 more source

A Hybrid Quantum–Classical Spectral Solver for Nonlinear Differential Equations

Algorithms
We investigate hybrid quantum–classical solvers for nonlinear boundary value problems using Chebyshev spectral collocation. Unlike prior methods such as H–DES, which repeatedly recompile circuits and encode the entire spectral basis on the quantum ...
Samar A. Aseeri
doaj   +1 more source

Boltzmann sampling with quantum annealers via fast Stein correction

Physical Review Research
Despite the attempts to apply a quantum annealer to Boltzmann sampling, it is still impossible to perform accurate sampling at arbitrary temperatures.
Ryosuke Shibukawa, Ryo Tamura, Koji Tsuda   +2 more
doaj   +1 more source

Multidisk Clutch Optimization Using Quantum Annealing

IEEE Transactions on Quantum Engineering
In this article, we apply a quantum optimization algorithm to solve a combinatorial problem with significant practical relevance occurring in clutch manufacturing.
D. John Malcolm, Alexander Roth, Mladjan Radic, Pablo Martin-Ramiro, Jon Oillarburu, Borja Aizpurua, Roman Orus, Samuel Mugel   +7 more
doaj   +1 more source

Benchmarks and Recommendations for Quantum, Digital, and GPU Annealers in Combinatorial Optimization

IEEE Access
Annealers leverage quadratic unconstrained binary optimization (QUBO) formulas to address combinatorial optimization problems (COPs) and have shown potential to outperform classical computers.
Jehn-Ruey Jiang, Yu-Chen Shu, Qiao-Yi Lin   +2 more
doaj   +1 more source

Hybrid subQUBO Annealing With a Correction Process for Multi-Day Intermodal Trip Planning

IEEE Access
The multi-day intermodal trip planning problem (MITPP) is an optimization problem that seeks to create the optimal route to visit Point-of-Interest (POI) and hotels over days. This problem involves coordinating intermodal transportation, such as walking,
Tatsuya Noguchi, Keisuke Fukada, Siya Bao, Nozomu Togawa   +3 more
doaj   +1 more source

Seismic traveltime inversion with quantum annealing

Scientific Reports
This study demonstrates the application of quantum computing based quantum annealing to seismic traveltime inversion, a critical approach for inverting highly accurate velocity models.
Hoang Anh Nguyen, Ali Tura
doaj   +1 more source