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A long term goal of computation chemistry, as applied to drug discovery and design, has been to predict the free energy of binding between a ligand and its receptor. Historically, the successful prediction of ligand activity was done using QSAR. This chapter looks at the successes or failures of other methods that attempt to predict ligand affinity, including scoring functions (from docking programs), MM-PBSA/MM-GBSA, LIE, FEP and TI. While each method has strengths and weakness, no method can be routinely applied against a board range of pharmaceutical targe successfully.

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