This conference is focused on the design, production, and use of chemical libraries for addressing targets and pathways of interest to scientists engaged in biomedical, synthetic organic, and/or materials science research. The unifying theme of these methods is the simultaneous exploration of multiple variables in a single iteration of synthesis and screening. Although the emphasis of this conference is on synthetic chemistry, topics related to the design, analysis, purification and screening of chemical libraries are highly germane.