Here is a list of 20+ Quantum Computing Use Cases in some of the following fields:
- Machine Learning and Computer Science
- Financial Modeling
- Healthcare and medicine
- Security and mission planning
Machine Learning and Computer Science
- Detecting statistical anomalies
- Finding compressed models
- Recognizing images and patterns
- Training neural networks
- Verifying and validating software
- Classifying unstructured data
- Diagnosing circuit faults
Financial Modeling
- Detecting market instabilities
- Developing trading strategies
- Optimizing trading trajectories
- Optimizing asset pricing and hedging
- Optimizing portfolios
Healthcare and Medicine
- Detecting fraud
- Generating targeted cancer drug therapies
- Optimizing radiotherapy treatments
- Creating protein models
Security and Mission Planning
- Detecting computer viruses & network
intrusion - Scheduling resources and optimal
paths - Determining set membership
- Analyzing graph properties
- Factoring integers
The related details can be found from D-Wave Whitepaper on Quantum Computing
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I found it very helpful. However the differences are not too understandable for me