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Utilizing Quantum Computing for Enhanced Natural Disaster Prediction and Mitigation Strategies

  • Rachana Yogesh Patil,
  • Yogesh H. Patil,
  • Srinath Doss

摘要

The necessity for precise prediction and effective mitigation strategies has been emphasized by the escalating frequency of natural disasters, which are exacerbated by climate change. In order to make precise predictions, conventional computational methods frequently encounter difficulties in managing the complexity and volume of data. Quantum computing is a revolutionary method that utilizes quantum mechanics to process information at an exponentially quicker rate than classical computers. This chapter investigates the utility of quantum computing in the improvement of predictive modeling for natural catastrophes, with an emphasis on applications such as disaster management and weather forecasting. It investigates the significance of critical quantum algorithms, such as quantum support vector machines, in the enhancement of resilience strategies and decision-making. The chapter also discusses the future prospects for integrating quantum technologies into mainstream disaster preparedness efforts and addresses challenges such as scalability and error rates.