Accelerated viscosity measurements of polymer solutions using high throughput experimentation and machine learning

In this study, machine learning is used in conjunction with a proxy experiment to relate to high fidelity empirical data to measure and predict viscosity of materials in a rapid, and high throughput fashion. This paper details both the proxy and high-fidelity experiments focusing only on viscometry...

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Bibliographic Details
Main Author: Chua, Zhong Zhe
Other Authors: Kedar Hippalgaonkar
Format: Final Year Project (FYP)
Language:English
Published: Nanyang Technological University 2021
Subjects:
Online Access:https://hdl.handle.net/10356/147685