The procedure for training the DNA-solvent machine learning model is similar to that used in the previous gas-phase DNA model . We provide an abbreviated description of the procedure here, focusing on the modifications that were performed to adapt the training procedure to the current model. The training procedure is outlined below, with full details provided in Computational Methods: