Balancing molecular information and empirical data in the prediction of physico-chemical properties

Johannes Zenn, Dominik Gond, Fabian Jirasek, Robert Bamler · Digital Discovery · 2025

We propose a general framework for predicting physico-chemical properties. The method combines structure information and learned representations, and trades off between them based on uncertainty estimates with the expectation maximization algorithm.

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