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,...
discovery
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...
How AI and machine learning are transforming drug discovery
Credit: Shutterstock AI is revolutionizing drug discovery with its ability to analyze vast datasets. Particularly beneficial in the early drug...
Tutorial: guidelines for the use of machine learning methods to mine genomes and proteomes for antibiotic discovery
Magana, M. et al. The value of antimicrobial peptides in the age of resistance. Lancet Infect. Dis. 20, e216–e230 (2020).Article ...
