> This is home base for #quantum use cases Note that every use case has different levels of depth: some are just concepts / whilst some have papers and tech feasibility behind them. Refer to [[Linchpins]], [[Here to Stay]], [[Quantum Tech MOC]] [[Growth Themes]] ### Financial Services 1. [[Quantum Monte Carlo]] 2. [[Loan Portfolio Selection]] ### Telecommunications [[Telco MoC]] | [[Telco x Here to Stay]] 1. [[Base Station Optimisation Case]] | [[Base Stations]] 2. [[Self-Optimization Networks]] 3. [[Self-Healing Networks]] https://arxiv.org/pdf/2107.13360.pdf ### Space [[Life in Space MOC]] 1. [[Detecting Life in Space]] 2. [[Satellite Imaging]] 3. [[Quantum x Space]] ### Automotive x Industrials x Manufacturing [[EV Adoption & Acceleration]] | [[Electric Vehicles]] | [[Electricity Price Decline]] 1. [[Industrial Production Lines]] 2. [[Catalysis]] 3. [[Quantum x Fertilizers]] | [[Haber-Bosch process]] | [[Ammonia]] 4. [[Quantum x Fuel Saving]] 5. [[Steel Manufacturing Operations Optimisation]] ### Supply Chains x Mobility x Logistics 1. [[Urban Air Mobility Route Optimization]] 2. [[Container Load Optimisation]] 3. [[Logistics Optimisation]] ### Energy 1. [[Battery Storage Optimisation]] 2. [[Battery Simulations]] | [[Quantum x Batteries]] 3. [[Quantum x Carbon Capture]] | [[Carbon Capture Use & Storage (CCUS) MOC]] 4. [[Quantum x Energy Consumption]] 5. [[Quantum x Climate Modelling]] 6. [[Max Cut link to Energy]] - [[Quantum x Nuclear MOC]] https://arxiv.org/pdf/2003.00254.pdf ### Healthcare x Life Sciences x Pharma 1. [[Cell Membrane Wall Detection]] 2. [[Quantum x Pharma]] | [[Quantum Pharma Use Cases]] 3. [[mRNA Codon Optimisation]] 4. [[Computer Aided Drug Design (CADD)]] | [[Density Functional Theory (DFT)]] 5. [[Hit generation and validation]] 6. [[Target Identification & Validation]] 7. [[Data Linkage and Generation]] 8. [[Quantum x Medical Image Classification]] 9. [[Quantum for Drug Design]] ### Oil & Gas [[Oil & Gas Quantum Use Cases]] ### Across the board - [[Customer Behaviour Prediction]] - [[Water Anomaly Detection in Public Buildings]] - [[Scheduling & Duty Schedule Optimisation]] - [[Muncipal Registers AI]] - [[Network Operation]] - [[Capacity Managament]] - [[Mission Planning]] - [[Quantum x CFD]] | [[CFD]] - [[Quantum AI]] - [[Job Shop Scheduling]] # Problem Type Driven ### Optimisation ### Machine Learning 1. [[Time Series Forecasting]] ### Simulation 1. [[Tensor Networks MoC]] | [[Tensor Networks Applications]] 2. [[Simulations]] | [[Macroscopic Perspective Fluid Simulations]] | [[Fluid Simulation MoC]] ### Other 1. [[Graph Coloring]] QUTAC USE CASES: [https://epjquantumtechnology.springeropen.com/articles/10.1140/epjqt/s40507-021-00114-x/tables/3](https://epjquantumtechnology.springeropen.com/articles/10.1140/epjqt/s40507-021-00114-x/tables/3) #quantum