下一代计算机授权下一代地下水模型
1Civil and Environmental Engineering, Washington State University, Pullman, WA, 99164-5818, USA.
Ground water
|May 29, 2023
概括
量子计算可能通过直接整合不确定性来彻底改变地下水 (GW) 建模. 这种方法可以通过从一开始就嵌入不确定性,从而导致更准确的地下流动模拟.
科学领域:
- 水文学的水文学
- 计算科学 计算科学
- 量子计算是一种量子计算.
背景情况:
- 现代水文模型擅长模拟表面和地下系统.
- 在这些模拟中表示不确定性仍然是一个重大挑战.
- 目前用于不确定性表征的方法在计算上昂贵,并且无法无集成.
研究的目的:
- 探索量子计算解决地下水建模不确定性的潜力.
- 为量子计算硬件提出水文模型的重构.
- 通过嵌入不确定性来增强地下水模型的预测能力.
主要方法:
- 修订量子计算的地下水模型的基本方程.
- 调整管理方程以在量子硬件上高效执行.
- 嵌入不确定性通过在模拟中演变分布函数.
主要成果:
- 量子计算提供了一种途径,可以直接处理流系统模拟中的不确定性.
- 一些复杂的,不确定的问题,如地下水流,非常适合量子计算.
- 从一开始就整合不确定性可以导致更有效,更准确的模拟.
结论:
- 下一代地下水模型可以利用量子计算从根本上解决不确定性.
- 这种范式转变超越了单纯的加速,解决了固有的模型缺陷.
- 量子增强模型承诺一种新的方法来模拟嵌入不确定性的地下流.
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