Exploring the Phase Diagram of Ice by First-Principles Methods: The Good, the Bad and the Ugly Jer-Lai Kuo Institute of Atomic and Molecular Sciences, Academia Sinica, Taipei, Taiwan Since water is the matrix of life, many studies have been performed to understand its condensed phases. While most of the work done so far focuses on the liquid phase, we argue that phase transitions among ice phases provide a cleaner system to assess the accuracy of theoretical methods in describing hydrogen bonding. In this seminar, we will present three stories concerning different types of phase transitions among crystalline phases of ice: the “good” story concerning proton-ordering transition driven by temperature that can only be captured by DFT not other empirical models of water[1], the “bad” story is to demonstrate the failure of DFT in describing pressure induced phase transitions[2], the “ugly” story is to discuss assignments on the oxygen K-edge spectra and their implementations in identifying phase transitions in ice[3]. In addition, we will also report our recent effort in exploring the phase diagram of methanol using ab intio random search methods. [1] S. J. Singer, J-L Kuo, T. K. Hirsch, C. Knight, L. Ojamäe and M-L. Klein, Phys. Rev. Lett. 94, 135701 (2005); J-L Kuo, Phys. Chem. Chem. Phys. 7, 3733 (2005); X.F. Fan, D. Bing, J. Zhang, ZX Shen, and J-L Kuo, Comp. Mater. Sci. 49, S170 (2010) [2] O. Kambara, K. Takahashi, M. Hayashi and J-L Kuo, Phys. Chem. Chem. Phys. 14, 11484 (2012) [3] J. Zhang, Z-R Xiao, and J-L Kuo, J. Chem. Phys. 132, 184506 (2010) [2] T-Z Lin, C-R Hsing, C-M Wei and J-L Kuo, Phys. Chem. Chem. Phys. (submitted)