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Recent artificial intelligence advances have largely focused on text, but AI increasingly shows promise in other contexts, including manufacturing and the service industry. In these sectors, targeted AI improvements can improve product quality and worker safety, according to a new study.
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RSS Feed Source: Science Daily
Researchers model the motions of groups of manta rays to study how group dynamics affect their propulsion, studying different formations of three manta rays: in tandem, in a triangular setup with one manta ray in front leading two behind, and in an inverse triangular configuration with one manta ray trailing the other two. They found the tandem formation only significantly increases propulsion for the middle manta ray, and the two triangular setups result in overall decreased efficiency compared to a single swimmer on its own. These findings can help optimize formations for underwater vehicle operations.
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Time2025-05-06 14:20:11 UTC2025-05-06 14:20:11 UTC at epicenterLocation1.799°S 136.360°EDepth27.35 km (17.00 mi)
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In-brief analysis
May 6, 2025
Data source: U.S. Energy Information Administration, Petroleum Supply Monthly; company announcements and trade press
Note: Other Biofuels includes sustainable aviation fuel (SAF), renewable heating oil, renewable naphtha, renewable propane, renewable gasoline, and other emerging biofuels that are in various stages of development and commercialization. SAF production capacity is an estimate based on company announcements and trade press and only includes hydroprocessed esters and fatty acids (HEFA) SAF. We do not publish SAF production capacity data.
Sustainable aviation fuel (SAF) production is growing in the United States as new capacity comes online. U.S. production of Other Biofuels, the category we use to capture SAF in our Petroleum Supply Monthly, approximately doubled from December 2024 to February 2025.
SAF is an alternative to petroleum jet fuel. It’s produced from agricultural and waste feedstocks
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