当前位置: X-MOL 学术Dokl. Earth Sci. › 论文详情
Our official English website, www.x-mol.net, welcomes your feedback! (Note: you will need to create a separate account there.)
Determination of the Parameters of a Submerged Source by Perturbations of the Liquid Surface Based on Machine Learning Methods
Doklady Earth Sciences ( IF 0.9 ) Pub Date : 2020-07-01 , DOI: 10.1134/s1028334x20070211
E. A. Voronin , V. N. Nosov , A. S. Savin

Abstract The inverse problem of generating surface waves in a liquid is to determine the parameters of the source of perturbations from the waves it creates on the liquid surface. A new approach to solving this problem based on machine learning methods and the theory of neural networks is proposed. On the basis of the data from a laboratory experiment on water surface perturbations, the parameters of the model moving in the water column are restored.

中文翻译:

基于机器学习方法的液面扰动确定淹没源参数

摘要 在液体中产生表面波的逆问题是从它在液体表面产生的波确定扰动源的参数。提出了一种基于机器学习方法和神经网络理论来解决这个问题的新方法。根据实验室水面扰动实验数据,恢复模型在水柱中运动的参数。
更新日期:2020-07-01
down
wechat
bug