A federated graph learning method to realize multi-party collaboration for molecular discovery
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discovery
Discovery Learning predicts battery cycle life from minimal experiments
Figgener, J. et al. Multi-year field measurements of home storage systems and their use in capacity estimation. Nat. Energy 9,...
Active Learning Advances High Entropy Oxide Discovery With Machine Learning Interatomic Potentials
The search for novel materials is driving innovation in sustainable technologies, and high entropy oxides are emerging as a promising,...
Approaches for accelerating microbial gene function discovery using artificial intelligence
Hutchison, C. A. I. et al. Design and synthesis of a minimal bacterial genome. Science 351, aad6253 (2016).Article PubMed Google...
Discovery of the reward function for embodied reinforcement learning agents
PreliminariesNotationsThroughout the article, the following symbols are used. \({{{\mathcal{S}}}}\): state space. \({{{\mathcal{A}}}}\): action space. π: policy. θ: parameters of π....
Revolutionizing Interaction Discovery in Machine Learning
In the vast landscape of machine learning, a groundbreaking study by Chen, Jiang, and Noble sheds light on the intricate...
