Month: July 2024

Density of Predictions by Point Estimate pˆ(xi) & Uncertainty Metric (Darker Colors=Higher Density). Credit: arXiv (2024). DOI: 10.48550/arxiv.2404.08592 Organizations are increasingly utilizing machine-learning models to allocate scarce resources or opportunities. For instance, such models can help companies screen resumes to...

SimPLE can transform unstructured arrangements of objects (i.e., laying arbitrarily on the table) into structured arrangements where the object configurations are known accurately (i.e., onto black pedestals in this image) by performing precise pick-and-place. This is a fundamental task in...

Credit: Pixabay/CC0 Public Domain Los Alamos National Laboratory scientists are developing powerful machine learning models—an application of artificial intelligence—to simulate underground hydrogen storage operations under various cushion gas scenarios. This will play a vital role in the low-carbon economy of...

MAIA framework. MAIA autonomously conducts experiments on other systems to explain their behavior. Credit: arXiv (2024). DOI: 10.48550/arxiv.2404.14394 As artificial intelligence models become increasingly prevalent and are integrated into diverse sectors like health care, finance, education, transportation, and entertainment, understanding...