What Can Neural Network Embeddings Do That Fingerprints Can’t?

Fingerprints have long been the standard for representing molecules, but neural network embeddings are opening doors to new possibilities. This post explores where these AI-driven representations excel, from better capturing molecular similarity with metrics to addressing modalities that traditional fingerprints often miss.