Optimization of sensor locations for source tracking of chemical leaks using numerical simulations and physics-informed neural networks

Inverse modeling or inverse problem is applied in leak source detection in dispersion cases. It is the process of calculating the circumstances that produce a set of observed or measured outcomes. However, inverse modeling methods are computationally expensive and numerically unstable. Recent litera...

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Bibliographic Details
Main Author: Ye, Htet
Other Authors: Lap-Pui Chau
Format: Final Year Project (FYP)
Language:English
Published: Nanyang Technological University 2020
Subjects:
Online Access:https://hdl.handle.net/10356/139225