To my parents, Fangyan and Xingcheniii ACKNOWLEDGEMENTS Seven years in the University of Iowa have become an amazing chapter in my life.I want to express my gratitude to all the people who have helped and encouraged me during this wonderful journey. And among them all, I would like to thank my advisor, Sara E.Mason, for taking a chance to accept me and opening the entire new world of computational chemistry for me. I could never imagine that I can work on so many challenging projects.Your patience, enthusiasm and trust are not just helping me in my academic progress, but also making me grow up through all the ups and downs. I greatly appreciate your guidance and all of the opportunities to reach out in my graduate career.are not just providing the opportunities for us to apply our computational expertise in solving problems in reality, but also letting us understand the structural and chemical complexity of materials under real conditions that pushed our theoretical models to new levels. Our collaborations have built up current and future directions for our projects, and also provided more prospects in bigger academic communities. I am also thankful for the previous members of the Mason group: Dr. Sai Kumar Ramadugu, Dr. Katie Corum, and Dr. Diane Neff, you were extremely helpful for teaching me the knowledge of quantum theory and computational skills, as well as our collaborations in many different projects. iv I would also like to thank our research specialist: Dr. Joseph W. Bennett, for your in-depth understanding of materials and computational chemistry, and your tireless support for the entire group in every aspect. I am not only making academic progress by learning from your knowledge and experience, but also learning how to become a responsible and competent collaborator in team work, and deal with all the obstacles and setbacks during research. I would further like to thank all the group members, Jennifer, Diamond, Irene, Sidney and Blake, for your support and encouragement. It was a great pleasure to work with all of you. Finally, I want to thank my parents, who were thousands miles away, living on the other side of the Pacific Ocean. I just briefly spent about a month with them during my graduate years, but they provided unconditional love and support to me all the time. You constantly believed in me and encouraged my pursuits. I am eternally grateful. v
ABSTRACTDensity functional theory (DFT) has become the most widely used first-principles computational method to simulate different atomic, molecular, and solid phase systems based on the electron density assumptions. The complexity of describing a many-body system has been significantly reduced in DFT. However, it also brings in potential error when dealing with a system that involves the interactions between metallic and nonmetallic species. DFT tends to overly-delocalize the electrons in metallic species and sometimes results in the overestimation of reaction energy, metallic properties in insulators, and predicts relative surface stabilities incorre...