This document is the thesis of Anna Shevchenko submitted for public examination at the University of Helsinki. It summarizes her research on discovering and characterizing new solid-state forms of weakly basic drug molecules. Specifically, it describes her work developing an approach for initial screening of polymorphism and solvatomorphism tendencies of drug candidates. Using this approach, she discovered three crystalline forms of a hydrochloric salt of a new drug candidate, including two anhydrous and one hemihydrate form. She also investigated cocrystals of the antifungal drug itraconazole with various dicarboxylic acids, discovering several new anhydrous and solvated cocrystal forms. Finally, she compared the properties