APPLICATIONS
Hundreds of Quantum Applications
The D-Wave quantum computer leverages quantum dynamics to accelerate and enable new methods for solving complex problems. Our customers are building quantum applications for a broad spectrum of industries and use cases such as logistics, financial services, drug discovery, materials sciences, scheduling, fault detection, mobility, and supply chain management. Learn more about today’s quantum computing use cases below.
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Application
Optimizing Logistics with Quantum: Supply Chain Issues Solved: SavantX
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Application
Material Modeling: NEC, CSIRO
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Application
Supply Chain Logistics with Quantum and Classical Annealing Algorithms
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Application
Exploring Quantum Computing to Solve 3D Cuboid Loading Problem: Johnson & Johnson
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Application
Folding lattice proteins with quantum annealingFolding lattice proteins with quantum annealing
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Application
Quantum optimization algorithms for CT image segmentation from X-ray data
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Application
Optimizing decision making for soccer line-up by a quantum annealer
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Application
Assessing Apps for Quantum Hybrid
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Application
Power of Hybrid Quantum in Feature Selection and Machine Learning Workflows
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Application
Dynamic Price Incentivization for Carbon Emission Reduction using Quantum Optimization
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Application
Quantum for Life Sciences: Drug Discovery with PolarisQB
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Application
Sensor Placement Quantum Optimization in Water Distribution Networks
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Application
Logistics Optimization with Quantum: Port of Los Angeles
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Application
E-Comm Driver Auto Scheduling: Pattison Food Group
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Application
TV Commercials Allocation for Frequency Optimization: Recruit
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Application
Towards an Optimal Hybrid Algorithm for EV Charging Stations Placement using Quantum Annealing and Genetic Algorithms
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Application
Mobility/Unmanned Air Vehicles: Sumitomo and Seino Holdings
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Application
Practical Advantage of Route Optimization Systems: DENSO
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Application
Optimisation of Active Space Debris Removal Missions With Multiple Targets Using Quantum Annealing
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Application
Quantum Annealing for Single Image Super-Resolution
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Application
Quantum in Production: Maximizing TV Commercial Reach
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Application
Quantum in Production: Optimizing eCommerce Logistics
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Application
Quantum Annealing Based Factory Layout Planning
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Application
Optimizing the Renewable Energy Grid with Quantum Computing
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Application
Community Detection in Electrical Grids Using Quantum Annealing
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Application
Hybrid Quantum Investment Optimization with Minimal Holding Period
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Application
PayPal: Harnessing Quantum Computing in FinTech
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Application
Mphasis: Business Applications of Quantum Computing
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Application
Solving the Last Mile Resupply Problem
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Application
Collision-free Route Planning of Urban Air Mobility
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Application
Asset Liability Modelling in the Quantum Era
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Application
Cryptocurrency Payments in Networks
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Application
Quantum Molecular Unfolding
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Application
Feature Selection for Recommender Systems
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Application
Scaling Truly Farm to Table
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Application
Quantum for Energy Exploration
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Application
Energy Efficient Mobile Network Routing
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Application
Practical Use of Quantum Computers in the Automobile Industry
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Application
Optimization of Complex Systems
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Application
Magnetic Monopole Kinetics in Qubit Spin Ice
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Application
Lattice Qauge Theory
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Application
Lossy Compression of Statistical Data
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Application
Towards an Optimal Hybrid Algorithm for EV Charging Stations Placement
![Applications Thumb 18](/media/3khpqgk1/applications-thumb-18.jpg?anchor=center&mode=crop&width=720&height=404&rnd=132718865669800000)
Application
GPS: Improvement in the formulation of the TSP
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Application
Optimising Rolling Stock Planning
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Application
Quantum Portfolio Optimization with Investment Bands and Target Volatility
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Application
Paint Shop Optimization with Quantum Annealing
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Application
mRNA Codon Optimization on Quantum Computers
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Application
Updated: Route Optimization for Multimodal Transport Systems
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Application
Save-On-Foods Quantum Computing in Grocery
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Application
Display Advertising Optimization
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Application
Delivering Value with Quantum Computing: Kidney Exchange Network
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Application
Traffic Flow Optimization using the D-Wave Quantum Annealer
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Application
Designing Peptide Therapeutics on a Quantum Computer
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Application
Quantum Annealing for Asset Sustainment
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Application
Quantum Computing Algorithms for Optimized Planning and Scheduling
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Application
Quantum Annealing Based Optimizations of Robotic Movement in Manufacturing
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Application
Applications of Quantum Annealing in Computational Finance
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Application
T-QARD and DENSO: A Great Collaboration for Factory Optimization
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Application
Item Listing Optimization
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Application
Computing Protein-Ligand Binding Free Energy using Quantum Annealing
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Application
Telecommunications Network Optimisation
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Application
Reconstructing Proton-Proton Collision Positions at the Large Hadron Collider with D-Wave
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Application
Flight Gate Assignment with a Quantum Annealer
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Application
Creating Sustainable Cities through Waste Collection Optimization
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Application
Novel Machine Learning Algorithms for Quantum Annealing with Applications in High Energy Physics
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Application
Quantum Annealing with Continuous Variables: An Application to Matrix Factorization
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Application
Multilevel Quantum Annealing for Graph Partitioning
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Application
Minimizing Polynomial Functions on a D-Wave Quantum Computer: An Overview
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Application
Framework for Implementing Quantum Applications in Financial Institutions
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Application
Partition of Large Optimization Problems with One-Hot Constraint
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Application
Allocating Railway Traffic with QUBO Formulated Models
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Application
Demo: Antenna Selection
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Application
Demo: Satellite Placement
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Application
Our Experience Developing an Optimization Service Using D-Wave
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Application
Bayesian Networks Based Hybrid Quantum Classical Machine Learning
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Application
Quantitative Reverse Stress Testing using Simulated and Quantum Annealing Applied to XVA
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Application
OpenJij: An Open-Source Project Towards a Unified Annealing Platform
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Application
Demo: Sudoku
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Application
Demo: Circuit Fault Diagnosis
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Application
Demo: Use Mutual Information to Select Features in a Titanic Data Set
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Application
Our Target Applications and Embedding Algorithm of Subproblem
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Application
Demo: Solving a Maze
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Demo: Factoring
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Application
Optimizing Quantum Annealing Performance via Quantum Control
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Application
Demo: Analyzing the Structural Imbalance on a Signed Social Network.
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Application
Particle Track Pattern Recognition via Content Addressable Memory and Adiabatic Quantum Optimization
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Application
Demo: Graph Partitioning
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Application
Quantum-Computational Hydrologic Inverse Analysis
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Application
Demo: A Minimum Vertex Problem with Pipelines
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Application
Graph Clustering Approaches Using Quantum Annealing
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Application
Programmation d'un D-Wave en Logique
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Quantum Programming Infrastructure
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C Code In, D-Wave QMI Out
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Application
Quantum Computation in a Topological Data Analysis Pipeline
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Application
Forward-Reverse Error Mitigation Procedure for Quantum Annealers
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Application
Simulations of the Ising Model on a Shastry-Sutherland Lattice by Quantum Annealing
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Application
Quantum Chemistry on Quantum Annealers
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Application
Simulating Electronic Structure on Noisy Quantum Hardware: from Gate to Annealing Models
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Application
Demo: Map Coloring
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Application
Leveraging Quantum Annealing for Large MIMO Processing in Cluster-Based Radio Access Networks
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Quantum Annealing for Factorization
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Application
Demo: Job Shop Scheduling
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Application
Observation of Topological Phenomena in a Programmable Lattice of 1,800 Qubits
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Application
Solutions to Systems of Equations from Adiabatic Quantum Computing
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Application
Efficiently Embedding QUBO Problems on Adiabatic Quantum Computers
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Application
Challenging Collaborations with T-QARD
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Application
Methods to Improve the Minimization of an Ising Objective Function
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Application
Financial Portfolio Optimization
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Application
Designing Metamaterials with the D-Wave 2000Q Quantum Annealer
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Application
Case Studies in Machine Learning
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Application
Hybrid Algorithm Development for Production Applications
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Application
A Hybrid Quantum-Classical Recommendation System
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Application
RNA Folding Using Quantum Computers
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Application
Near-Term QC Applications in Industry
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Application
Statistical Classification of High-throughput Multi-nomics Cancer Data on Quantum Computing Architecture
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Quantum Annealing Applied to Optimization Problems in Radiation Medicine
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A Quantum Macro Assembler
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A Quantum Annealing Approach to the Minimum Multicut Problem on General Graphs
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Quantum Annealing Approaches to Graph Partitioning on the D-Wave System
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Traffic Signal Optimization on a Square Lattice using the D-Wave Quantum Annealer
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XACC: Enabling Quantum Acceleration in Scientific High-Performance Computing
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Nonnegative/Binary Matrix Factorization with a D-Wave Quantum Annealer
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Reinforcement Learning using Quantum Boltzmann Machines on the D-Wave System
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Quantum Machine Learning for Election Modeling
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Phase Transitions in a Programmable Quantum Spin Glass Simulator
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Free Energy-Based Reinforcement Learning Using a Quantum Processor
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Opportunities and Challenges in Quantum-Enhanced Machine Learning in Near-Term Quantum Computers
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Material Simulation on D-Wave
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Job Shop Scheduling
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Designing Metamaterials with Quantum Annealing and Factorization Machines
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Model Predictive Control for Finite Input Systems using the D-Wave Quantum Annealer
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Number Partitioning Problem
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Unconventional Machine Learning of Genome-Wide Human Cancer Data
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Griffiths-McCoy Singularity on the Diluted Chimera Graph: Monte Carlo Simulations and Experiments on the Quantum Hardware
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An Application of Quantum Annealing Computing to Seismic Inversion
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Image Acquisition Planning for Earth Observation Satellites with a Quantum Annealer
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A Hybrid Quantum Enabled RBM Advantage: Convolutional Autoencoders for Quantum Image Compression and Generative Learning
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On the Computational Viability of Quantum Optimization for PMU Placement
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Quantum-Assisted Greedy Algorithms
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Maximum-Likelihood Channel Decoding with Quantum Annealing Machine
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Discriminating Non-Isomorphic Graphs with an Experimental Quantum Annealer
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Quantum Annealing Algorithm for Expected Shortfall based Dynamic Asset Allocation
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Dynamics of Longitudinal Magnetization in Transverse-Field Quantum Ising Model: From Symmetry-Breaking Gap to Kibble-Zurek Mechanism
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Dynamic Portfolio Optimization with Real Datasets Using Quantum Processors and Quantum-Inspired Tensor Networks
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Quantum Isomer Search
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Towards Analyzing Large Graphs with Quantum Annealing and Quantum Gate Computers
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Quantum Annealing versus Classical Machine Learning Applied to a Simplified Computational Biology Problem
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A Deceptive Step Towards Quantum Speedup Detection
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Not Magic…Quantum
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Two Quantum Ising Algorithms for the Shortest Vector Problem: One For Now and One For Later
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Accuracy and Minor Embedding in Subqubo Decomposition with Fully Connected Large Problems: a Case Study About the Number Partitioning Problem
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Disorder-Induced Entropic Potential in a Flux Qubit Quantum Annealer
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Hybrid Quantum Annealing via Molecular Dynamics
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Reinforcement Quantum Annealing: A Quantum-Assisted Learning Automata Approach
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Mathematical Methods for a Quantum Annealing Computer
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Quantum-Assisted Cluster Analysis on a Quantum Annealing Device
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Efficient Combinatorial Optimization Using Quantum Annealing
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Support Vector Machines on the D-Wave Quantum Annealer
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A Delay-Aware Trick for D-Wave to Solve Combinatorial Optimization in Business with Many Independent Subproblems in Bulk
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Multi-Agent Reinforcement Learning Using Simulated Quantum Annealing
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Boosting Quantum Computing Performance Through Services and Software
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Picking Efficient Portfolios from 3,171 US Common Stocks with New Quantum and Classical Solvers
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City as a Service: The Future of City Optimization by Quantum Computer and AI
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Development of Feature Selection Module in AutoML by Using D-Wave Advantage
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Portfolio Optimization Using the D-Wave Quantum Annealer
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Cooperative Control of Large Scale Traffic Signals
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Electronic Structure Calculations on Quantum Annealers
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Ferromagnetically Shifting the Power of Pausing
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Financial Portfolio Optimization Using Quantum Annealing
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Hamiltonian Path and Vehicle Routing Problems on Hybrid Solvers
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Scaling Asset Sustainment to Industrial Size: with Advantage
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Homomorphic Encryption for Quantum Annealing with Spin Reversal Transformations
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Hybrid Quantum-Classical Algorithm for Solving Financial and Logistic Network
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Hybrid-Quantum Approach for Optimal Lockdown
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Vehicle Routing Problems and Quantum Hybrid Systems
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Multimodal Container Planning: a QUBO Formulation and Implementation on a Quantum Annealer
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Optimal Control of Traffic Signals using Quantum Annealing
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Optimal Solution of the Nurse-Physician Scheduling Problem for Covid-19 Clinics Using Quantum Annealing
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Performance Evaluation of Domain Wall Encoding Scheme
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Optimization Problems for Benchmarking the Hybrid Solver Service Version 2 and the Advantage QPU
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Particle Track Pattern Recognition via Quantum Associative Memory
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QAR-Lab: Site Report
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Quantum and Classical Machine Learning for the Classification of Non‑Small‑Cell lung Cancer Patients
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Using Advantage to Solve Insurmountable Business Problems
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Quantum and Noisy: A Single-Qubit Study Reveals Interesting Properties of the D-Wave Annealer
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Quantum Annealers as Quantum Laboratories
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Quantum Annealing Approach to Molecule Unfolding
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Quantum Computing Applications for Financial Services
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Several Advanced Products by Using Quantum Annealing
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Simulating Quantum Configurational Tunneling Using Machine Learning Assisted Quantum Computation
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Solutions to Integer Programming from Quantum Annealing
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Solving Vehicle Routing Problem Using Quantum Annealing
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T-QARD Research Network Update
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The Effect of Reduced Noise on Annealing Search
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The Impact of Embedding on Quantum-Annealing Sampling: A Computer-Aided Design Perspective
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The Performance of Corrupted Biased Ferromagnets on D-Wave's 2000Q
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Towards Prediction of Financial Crashes with a D-Wave Quantum Computer
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Unfolding Measurement Distributions in High Energy Physics Experiments via Quantum Annealing
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Using Advanced Annealing Options of D-Wave 2000Q
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Benchmarking Quantum Annealing Controls with Portfolio Optimization
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Forecasting Financial Crashes with Quantum Computing
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Quantum Computing Approach to Railway Dispatching and Conflict Management Optimization on Single-Track Railway Lines
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Portfolio Optimization of 60 Stocks Using Classical and Quantum Algorithms
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Sensor Placement Problems In Real Water Distribution Networks
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Quadratic and Higher-Order Unconstrained Binary Optimization of Railway Dispatching Problem
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New Survey Highlights Quantum Computing's Enterprise Value and Opportunities
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