I would like to thank my supervisor Prof. Lee Soo-Ying for his guidance and assistance throughout this entire project. Prof. Lee taught me how to find a scientific problem and to solve the problem. During the research, he provided invaluable advice on constructing models, data analysis, and paper writing. He is knowledgable and his ability of focusing on big picture kept me from overthinking technicalities. I am thankful for all the skills he has taught me. I would like to express my genuine gratitude to Dr. Sun Zhigang and Dr. Lu Yunpeng for their assistance and support. Dr. Sun Zhigang was an excellent tutor, without his help and patience it would be very hard for me to get close to these projects. Dr. Lu Yunpeng helped me a lot on debugging the codes and he gave me some wonderful suggestions. Thanks to all the talented and pleasant colleague Dr. Niu Kai, Zhao Bin, Li Xiuting, Song Hongwei and others in the Physics and Applied Physics department. I gratefully acknowledge the helpful discussions with them. Without them, life as a PhD student for these years would be very dull and monotonous. Finally, I would like to express my deepest gratitude to my family for their emotional support and encouragement. My parents, my husband and my brother, they are a great source of inspiration throughout the duration of my studies.