Grain boundary (GB) energy is an essential parameter in determining the microstructure of metallic and other materials, and tremendous effort has gone into determining the structure, energy and properties of GB's. Presently, GB energies are most often calculated because it is difficult and/or tedious to determine them experimentally. Grain boundary modelling studies have revealed correlations between GB energy and: i) a change in electron density due an atom deficit at the GB, and ii) a rigid body translation normal to the GB, or the so-called normal volume expansion, which may also be associated with an atom deficit. In this work, valence electron energy loss spectroscopy (VEELS) and extended energy-loss fine structure (EXELFS) analysis in a scanning/transmission (S/TEM) electron microscope were used to examine fundamental GB properties such as the electron density and volume expansion, respectively. iv v ACKNOWLEDGEMENTS First and foremost, I'd like to sincerely thank Prof. James M. Howe for his valuable feedback, scholarly guidance and for creating a very friendly atmosphere to carry out this research. His patience and timely availability for discussions greatly contributed to successful completion of this work. I consider myself extremely lucky to be under his tutelage for my professional and personal development. His dedication, sincerity and creative methods for scientific research will continue to inspire me. My committee members, Prof. Leonid V. Zhigilei, Prof. Louis A. Bloomfield, Prof. Mool C. Gupta and Prof. Gary J. Shiflet were of great help and guidance during this work. I'm deeply indebted for their feedback and deep insights. Thanks are also due to Drs. Raymond R. Unocic and Xiahan Sang at the Center for Nanophase Materials Sciences at Oak Ridge National Laboratory, and Drs. Eric Stach, Dong Su and Vitor Manfrinato at the Center for Functional Nanomaterials at Brookhaven National Laboratory for their collaborative contribution to this research work. I am indebted to Prof. D. Molodov in the Institute for Metallurgy and Metal Physics at RWTH, Aachen University for proving the Al bicrystals. I'd also like to thank Dr. Helge Heinrich for training me on TITAN, Mr. Richard White for maintaining the microscopes and Mr. Eric Hoglund for writing the deconvolution routine. Financial support for this research by the NSF Grant DMR-1106230 and the VPR Office at UVA is acknowledged with thanks. Thanks also go to my friends for making my stay in Charlottesville a very pleasant and memorable one. Last, but not the least, I thank my parents for their love and support without which this work would have been impossible.