(i) Can we use machine learning for fast and accurate prediction of intermolecular interaction energies?

(ii) Can we use machine learning for the fast and accurate prediction of the aqueous solubility of drug-like molecules?

(iii) Can we use machine learning for fast and accurate prediction of non-linear properties like electric conductance and current of low-dimensional materials and molecules?

(iv) Can we use machine learning for designing new materials and molecules?