Machine learning for improved density functional theory thermodynamics
Enthalpy of formationThough it is straightforward to calculate phase equilibria at given external conditions (temperature and pressure) through Gibbs or...
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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 ...
Clustering Eating Behaviors in Time: A Machine Learning Approach to Preventive Health
It’s well that what we eat matters — but what if when and how often we eat matters just as much? In the midst of ongoing...
Machine learning approach leads to discovery of high-performance infrared functional materials
Schematic of the synergistic framework for interpretable ML-assisted target synthesis of IRFMs. Credit: Advanced Science (2025). DOI: 10.1002/advs.202417851 Infrared optoelectronic...
Federal Circuit Ruling Narrows Patent Eligibility for Machine Lea
Go-To Guide: The Federal Circuit ruled, in a case of first impression, that the machine learning patents at issue were...
Storm surge predictions get a boost from hybrid wind field and machine learning models
Schematic diagram of the ML models. Credit: Journal of Geophysical Research: Machine Learning and Computation (2025). DOI: 10.1029/2024JH000507 A research...
