Machine Learning, Molecular Design, AI, Transformers, Variational Autoencoder.
without the ability to screen and test them, is useless and wasteful. Hence, we have to train a generative model that captures the desired properties and generate a small batch of them based on downstream tasks. Researchers call that de Novo design, meaning that we start from scratch to form new