ML model based on support vector regression integrating experimental data, COSMO-RS simulations, and cheminformatic descriptors for computing the melting points of deep eutectic solvents and predicting solid-liquid equilibriums

SMILES converted into Graphs that contains atomic information, bonding informatics. Graphs considered as input for the NN to Predict Melting Pont of Liquid Crystals (LCs)