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From library shaping to ADME-Tox prediction via virtual screening, computational chemistry is an integral component of Lead Generation. It provides a series of tools that help focusing on compounds with a balanced pharmacodynamic and ADME-Tox profile together with a high potential to optimize potency and selectivity.