Multitask methods for predicting molecular properties from heterogeneous data

Katharine Fisher, Michael Herbst, Youssef Marzouk

Data generation remains a bottleneck in training surrogate models to predict molecular properties. We demonstrate that multitask Gaussian process regression overcomes this limitati…