Acknowledgement

We extend our deepest gratitude to our project supervisors, Dr. Jovan Tan and Dr. Elliot Law for their invaluable support, insightful feedback, and encouragement throughout the project.

We also wish to thank Mr Qin Zheng for his steadfast support in providing the essential laboratory resources and space for our experimental data.

Prof. Jovan
Dr. Jovan Tan
Lecturer
Engineering Design & Innovation Centre, NUS
Prof. Elliot
Dr. Elliot Law
Senior Lecturer
Engineering Design & Innovation Centre, NUS
Section 1 Introduction
Section 2 Development of Case Study
Section 3 Experimental Data Collection
Section 4 Architectural Design for PIML
Section 5 Physics Guided Enhancements
Section 6 Current Limitations & Future Works
Section 7 Conclusion
Section 8 Appendix