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Open Catalyst Challenge: Using AI to discover catalysts for renewable energy storage Open Catalyst Project is an endeavor by Facebook and CMU to predict the energies between the molecules and the catalysts with the applications for discovering new energy solutions, which I wrote about in one of the coolest applications of GNNs. This year there is a competition for this project organized by the same team. Winners will be invited to NeurIPS 2021 to present their solutions.