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

• المؤلف الرئيسي: Chua, Zhong Zhe
• مؤلفون آخرون: Kedar Hippalgaonkar
• التنسيق: Final Year Project
• اللغة: English
• منشور في: Nanyang Technological University 2021
• الموضوعات: Engineering::Materials::Testing of materials
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/147685
• المؤسسة: Nanyang Technological University

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...