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The overwhelming need to combat climate change has underlined the need for smart, data-driven decision-making tools to mobilize financing for sustainable environmental solutions. With their standard models, many experts find it impossible to tackle the multidimensional risk and constant details that characterize climate finance. This chapter suggests using QAI and HPC in green finance to change climate investment strategies. When combined with HPC, Quantum AI’s strengths in computing can lead to new changes in green finance by improving the selection of climate portfolios, assessing risks and identifying investments focused on impact. With hybrid quantum–classical algorithms, organizations may analyze large environmental and market information, consider potential carbon risks, and estimate future trends for ESG investments. This part of the chapter examines how HPC is important for speeding up quantum simulations needed for rapid climate-influenced financial decisions. The chapter includes examples of quantum Monte Carlo simulation for carbon pricing, AI strategies for creating green portfolios and risk audits with the help of blockchain technology. These examples show how predictions can be more accurate and resources can be better targeted to ensure renewable energy, sustainable engineering, and technology that has a low-carbon footprint. Furthermore, the ethical and policy considerations of quantum finance, including transparency, accountability, and participation in green investment groups, will be discussed in this chapter. It will note possible problems with mainstream acceptance including: the limitations of quantum computers and as yet undefined regulations. With this approach, it aims to inspire the experts to think outside the box to use technology for better climate finance. The practices advocated in this chapter are in line with the requirements for sustainable finance for all and are aligned with the SDG 13 (climate action) which will support mobilizing green capital effectively, efficiently, in a timely manner and fully transparently.

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Green Quantum Finance: Leveraging Quantum AI and HPC for Sustainable Climate Investment Strategies

  • 章节

  • 发表日期：

    2026年

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  • Kali Charan Modak,
  • Kumkum Sinha,
  • Kavita Tiwari,
  • Miguel A. Sahagun

摘要

The overwhelming need to combat climate change has underlined the need for smart, data-driven decision-making tools to mobilize financing for sustainable environmental solutions. With their standard models, many experts find it impossible to tackle the multidimensional risk and constant details that characterize climate finance. This chapter suggests using QAI and HPC in green finance to change climate investment strategies. When combined with HPC, Quantum AI’s strengths in computing can lead to new changes in green finance by improving the selection of climate portfolios, assessing risks and identifying investments focused on impact. With hybrid quantum–classical algorithms, organizations may analyze large environmental and market information, consider potential carbon risks, and estimate future trends for ESG investments. This part of the chapter examines how HPC is important for speeding up quantum simulations needed for rapid climate-influenced financial decisions. The chapter includes examples of quantum Monte Carlo simulation for carbon pricing, AI strategies for creating green portfolios and risk audits with the help of blockchain technology. These examples show how predictions can be more accurate and resources can be better targeted to ensure renewable energy, sustainable engineering, and technology that has a low-carbon footprint. Furthermore, the ethical and policy considerations of quantum finance, including transparency, accountability, and participation in green investment groups, will be discussed in this chapter. It will note possible problems with mainstream acceptance including: the limitations of quantum computers and as yet undefined regulations. With this approach, it aims to inspire the experts to think outside the box to use technology for better climate finance. The practices advocated in this chapter are in line with the requirements for sustainable finance for all and are aligned with the SDG 13 (climate action) which will support mobilizing green capital effectively, efficiently, in a timely manner and fully transparently.