Solving partial differential equation for atmospheric dispersion of radioactive material using physics-informed neural network

The governing equations of atmospheric dispersion most often taking the form of a second-order partial differential equation (PDE). Currently, typical computational codes for predicting atmospheric dispersion use the Gaussian plume model that is an analytic solution. A Gaussian model is simple and e...

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Bibliographic Details
Main Authors: Gibeom Kim, Gyunyoung Heo
Format: Article
Language:English
Published: Elsevier 2023-06-01
Series:Nuclear Engineering and Technology
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S1738573323001195