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Case study on multi-objective optimization including toxicity
Molecules generated against the NCI-H520 cell-line with a multi-objective reward function based on a combination of low IC50 and low toxicity in Tox21 and SIDER tasks. For all fourteen molecules depicted, all Tox21 assay predictions are negative. Molecules 1 and 2 are further discussed in the text.
