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Financial Modeling Using Quantum Computing

You're reading from  Financial Modeling Using Quantum Computing

Product type Book
Published in May 2023
Publisher Packt
ISBN-13 9781804618424
Pages 292 pages
Edition 1st Edition
Languages
Authors (4):
Anshul Saxena Anshul Saxena
Profile icon Anshul Saxena
Javier Mancilla Javier Mancilla
Profile icon Javier Mancilla
Iraitz Montalban Iraitz Montalban
Profile icon Iraitz Montalban
Christophe Pere Christophe Pere
Profile icon Christophe Pere
View More author details

Table of Contents (16) Chapters

Preface 1. Part 1: Basic Applications of Quantum Computing in Finance
2. Chapter 1: Quantum Computing Paradigm 3. Chapter 2: Quantum Machine Learning Algorithms and Their Ecosystem 4. Chapter 3: Quantum Finance Landscape 5. Part 2: Advanced Applications of Quantum Computing in Finance
6. Chapter 4: Derivative Valuation 7. Chapter 5: Portfolio Management 8. Chapter 6: Credit Risk Analytics 9. Chapter 7: Implementation in Quantum Clouds 10. Part 3: Upcoming Quantum Scenario
11. Chapter 8: Simulators and HPC’s Role in the NISQ Era 12. Chapter 9: NISQ Quantum Hardware Roadmap 13. Chapter 10: Business Implementation 14. Index 15. Other Books You May Enjoy

Further reading

It is worth highlighting that the techniques we discussed in this chapter require less technical detail to grasp their advantage fully. Interestingly, the work by Huang et al. 2022 cites the whole path from algorithm definition to lower-level action on devices, with some detailed information on how previously discussed error mitigation techniques can be used:

Figure 9.12 – Landscape of quantum error mitigation techniques

Figure 9.12 – Landscape of quantum error mitigation techniques

You can also benefit from the implementations available in the open source community so that you can apply them without requiring deep technical knowledge to code what can be found in the literature. It is pretty common nowadays that an implemented version of the published results is made available to the public.

Qiskit, one of the most mature frameworks for quantum computing, has extensive documentation and practical tutorials that will make understanding those concepts much easier.

Hardware-related tutorials...

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