Autonomous data extraction from peer reviewed literature for training machine learning models of oxidation potentials

Siwoo Lee, Stefan Heinen, Danish Khan +1

We present an automated data-collection pipeline involving a convolutional neural network and a large language model to extract user-specified tabular data from peer-reviewed liter…