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.
Application
Optimizing Logistics with Quantum: Supply Chain Issues Solved: SavantX
Application
Material Modeling: NEC, CSIRO
Application
Supply Chain Logistics with Quantum and Classical Annealing Algorithms
Application
Exploring Quantum Computing to Solve 3D Cuboid Loading Problem: Johnson & Johnson
Application
Folding lattice proteins with quantum annealingFolding lattice proteins with quantum annealing
Application
Quantum optimization algorithms for CT image segmentation from X-ray data
Application
Optimizing decision making for soccer line-up by a quantum annealer
Application
Assessing Apps for Quantum Hybrid
Application
Power of Hybrid Quantum in Feature Selection and Machine Learning Workflows
Application
Dynamic Price Incentivization for Carbon Emission Reduction using Quantum Optimization
Application
Sensor Placement Quantum Optimization in Water Distribution Networks
Application
Logistics Optimization with Quantum: Port of Los Angeles
Application
E-Comm Driver Auto Scheduling: Pattison Food Group
Application
TV Commercials Allocation for Frequency Optimization: Recruit
Application
Towards an Optimal Hybrid Algorithm for EV Charging Stations Placement using Quantum Annealing and Genetic Algorithms
Application
Mobility/Unmanned Air Vehicles: Sumitomo and Seino Holdings
Application
Practical Advantage of Route Optimization Systems: DENSO
Application
Optimisation of Active Space Debris Removal Missions With Multiple Targets Using Quantum Annealing
Application
Quantum Annealing for Single Image Super-Resolution
Application
Quantum computing for transport network design problems
Application
Optimization of Image Acquisition for Earth Observation Satellites via Quantum Computing
Application
Efficient Earth Observation Satellites Mission Planning with Quantum Algorithm
Application
Quantum in Production: Optimizing eCommerce Logistics
Application
Quantum Annealing Based Factory Layout Planning
Application
Optimizing the Renewable Energy Grid with Quantum Computing
Application
Community Detection in Electrical Grids Using Quantum Annealing
Application
Hybrid Quantum Investment Optimization with Minimal Holding Period
Application
Solving the Last Mile Resupply Problem
Application
Collision-free Route Planning of Urban Air Mobility
Application
Feature Selection for Recommender Systems
Application
Scaling Truly Farm to Table
Application
Quantum for Energy Exploration
Application
Energy Efficient Mobile Network Routing
Application
Practical Use of Quantum Computers in the Automobile Industry
Application
Optimization of Complex Systems
Application
Towards an Optimal Hybrid Algorithm for EV Charging Stations Placement
Application
GPS: Improvement in the formulation of the TSP
Application
Optimising Rolling Stock Planning
Application
Quantum Portfolio Optimization with Investment Bands and Target Volatility
Application
Paint Shop Optimization with Quantum Annealing
Application
mRNA Codon Optimization on Quantum Computers
Application
Updated: Route Optimization for Multimodal Transport Systems
Application
Save-On-Foods Quantum Computing in Grocery
Application
Display Advertising Optimization
Application
Delivering Value with Quantum Computing: Kidney Exchange Network
Application
Traffic Flow Optimization using the D-Wave Quantum Annealer
Application
Designing Peptide Therapeutics on a Quantum Computer
Application
Quantum Annealing for Asset Sustainment
Application
Quantum Computing Algorithms for Optimized Planning and Scheduling
Application
Quantum Annealing Based Optimizations of Robotic Movement in Manufacturing
Application
Applications of Quantum Annealing in Computational Finance
Application
T-QARD and DENSO: A Great Collaboration for Factory Optimization
Application
Item Listing Optimization
Application
Telecommunications Network Optimisation
Application
Reconstructing Proton-Proton Collision Positions at the Large Hadron Collider with D-Wave
Application
Flight Gate Assignment with a Quantum Annealer
Application
Creating Sustainable Cities through Waste Collection Optimization
Application
Novel Machine Learning Algorithms for Quantum Annealing with Applications in High Energy Physics
Application
Multilevel Quantum Annealing for Graph Partitioning
Application
Framework for Implementing Quantum Applications in Financial Institutions
Application
Partition of Large Optimization Problems with One-Hot Constraint
Application
Allocating Railway Traffic with QUBO Formulated Models
Application
Demo: Antenna Selection
Application
Demo: Satellite Placement
Application
Our Experience Developing an Optimization Service Using D-Wave
Application
Quantitative Reverse Stress Testing using Simulated and Quantum Annealing Applied to XVA
Application
OpenJij: An Open-Source Project Towards a Unified Annealing Platform
Application
Demo: Sudoku
Application
Demo: Circuit Fault Diagnosis
Application
Demo: Use Mutual Information to Select Features in a Titanic Data Set
Application
Demo: Solving a Maze
Application
Demo: Factoring
Application
Demo: Analyzing the Structural Imbalance on a Signed Social Network.
Application
Particle Track Pattern Recognition via Content Addressable Memory and Adiabatic Quantum Optimization
Application
Demo: Graph Partitioning
Application
Quantum-Computational Hydrologic Inverse Analysis
Application
Demo: A Minimum Vertex Problem with Pipelines
Application
Graph Clustering Approaches Using Quantum Annealing
Application
Programmation d'un D-Wave en Logique
Application
Quantum Computation in a Topological Data Analysis Pipeline
Application
Demo: Map Coloring
Application
Leveraging Quantum Annealing for Large MIMO Processing in Cluster-Based Radio Access Networks
Application
Demo: Job Shop Scheduling
Application
Challenging Collaborations with T-QARD
Application
Financial Portfolio Optimization
Application
Case Studies in Machine Learning
Application
Hybrid Algorithm Development for Production Applications
Application
RNA Folding Using Quantum Computers
Application
Near-Term QC Applications in Industry
Application
Quantum Annealing Applied to Optimization Problems in Radiation Medicine
Application
Traffic Signal Optimization on a Square Lattice using the D-Wave Quantum Annealer
Application
Job Shop Scheduling
Application
Model Predictive Control for Finite Input Systems using the D-Wave Quantum Annealer
Application
Number Partitioning Problem
Application
Image Acquisition Planning for Earth Observation Satellites with a Quantum Annealer
Application
On the Computational Viability of Quantum Optimization for PMU Placement
Application
Quantum Annealing Algorithm for Expected Shortfall based Dynamic Asset Allocation
Application
Dynamic Portfolio Optimization with Real Datasets Using Quantum Processors and Quantum-Inspired Tensor Networks
Application
Quantum Isomer Search
Application
Towards Analyzing Large Graphs with Quantum Annealing and Quantum Gate Computers
Application
Quantum Annealing versus Classical Machine Learning Applied to a Simplified Computational Biology Problem
Application
A Deceptive Step Towards Quantum Speedup Detection
Application
Accuracy and Minor Embedding in Subqubo Decomposition with Fully Connected Large Problems: a Case Study About the Number Partitioning Problem
Application
Hybrid Quantum Annealing via Molecular Dynamics
Application
Mathematical Methods for a Quantum Annealing Computer
Application
Efficient Combinatorial Optimization Using Quantum Annealing
Application
A Delay-Aware Trick for D-Wave to Solve Combinatorial Optimization in Business with Many Independent Subproblems in Bulk
Application
Multi-Agent Reinforcement Learning Using Simulated Quantum Annealing
Application
Picking Efficient Portfolios from 3,171 US Common Stocks with New Quantum and Classical Solvers
Application
City as a Service: The Future of City Optimization by Quantum Computer and AI
Application
Portfolio Optimization Using the D-Wave Quantum Annealer
Application
Cooperative Control of Large Scale Traffic Signals
Application
Electronic Structure Calculations on Quantum Annealers
Application
Ferromagnetically Shifting the Power of Pausing
Application
Financial Portfolio Optimization Using Quantum Annealing
Application
Hamiltonian Path and Vehicle Routing Problems on Hybrid Solvers
Application
Scaling Asset Sustainment to Industrial Size: with Advantage
Application
Hybrid Quantum-Classical Algorithm for Solving Financial and Logistic Network
Application
Hybrid-Quantum Approach for Optimal Lockdown
Application
Vehicle Routing Problems and Quantum Hybrid Systems
Application
Quantum Computing in Green Energy Production
Application
Optimal Control of Traffic Signals using Quantum Annealing
Application
Optimal Solution of the Nurse-Physician Scheduling Problem for Covid-19 Clinics Using Quantum Annealing
Application
Optimization Problems for Benchmarking the Hybrid Solver Service Version 2 and the Advantage QPU
Application
Using Advantage to Solve Insurmountable Business Problems
Application
Quantum Annealing Approach to Molecule Unfolding
Application
Quantum Computing Applications for Financial Services
Application
Solutions to Integer Programming from Quantum Annealing
Application
Solving Vehicle Routing Problem Using Quantum Annealing
Application
T-QARD Research Network Update
Application
The Performance of Corrupted Biased Ferromagnets on D-Wave's 2000Q
Application
Unfolding Measurement Distributions in High Energy Physics Experiments via Quantum Annealing
Application
Benchmarking Quantum Annealing Controls with Portfolio Optimization
Application
Forecasting Financial Crashes with Quantum Computing
Application
Quantum Computing Approach to Railway Dispatching and Conflict Management Optimization on Single-Track Railway Lines
Application
Portfolio Optimization of 60 Stocks Using Classical and Quantum Algorithms
Application
Computing Molecular Excited States on a D-Wave Quantum Annealer
Application
Sensor Placement Problems In Real Water Distribution Networks
Application
Quadratic and Higher-Order Unconstrained Binary Optimization of Railway Dispatching Problem
Application