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AdvancedManufacturing is a sequence-based molecular generator tuned to generate catalysts. The model relies on a Variational Autoencoder with a binding-energy predictor trained on the latent code. The framework uses Gaussian Processes for generating targeted molecules.
For examples and documentation of the model parameters, please see below. Moreover, we provide a model card (Mitchell et al. (2019)) at the bottom of this page.