Lorenzo Kogler-Anele

The paper applies a novel active learning strategy, DEW-DROP, to improve protein structure prediction efficiency and data selection for two protein datasets.

CodonBERT is a large language model for mRNA design and optimization that outperforms previous methods on a flu vaccine dataset.

The paper develops two novel active learning batch selection methods for drug discovery, showing significant improvements over existing methods across multiple datasets.