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The AI tool was trained on scientific publication-patent pairs.Credit: IB Photography/Alamy Investors and technology-transfer offices expend enormous effort trying to spot commercially promising research before it reaches the point of patenting. Now, a machine-learning tool is aiming to speed up this process by scoring how ‘patent-like’ a scientific paper is — months or years before
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Animals Wild-type C57BL/6J female and male mice (2–6 months old; Jackson Laboratory) were used as experimental animals. Mice were housed under a reversed 12 h–12 h light–dark cycle (lights off at 07:00 and on at 19:00) in a temperature- and humidity-controlled environment (18–23 °C, 40–60% humidity), with ad libitum access to food and water. Training began when mice
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Sample preparation and 4D-STEM A high-purity (99.999%), undoped, commercially available Si single crystal (Crystal Base Co., Ltd.) was mechanically crushed in a mortar and the resulting fragments dispersed onto a molybdenum TEM grid with a carbon support film and the grid was immediately transferred into the microscope to avoid surface oxidation. To remove hydrocarbon contamination,
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Pandhurnekar, C. P., Pandhurnekar, H. C., Mungole, A. J., Butoliya, S. S. & Yadao, B. G. A review of recent synthetic strategies and biological activities of isoxazole. J. Heterocycl. Chem. 60, 537–565 (2023). Article CAS Google Scholar Ganesh, B. H. et al. Pyrrole: a decisive scaffold for the development of therapeutic agents and structure–activity relationship.
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Explanation: Like an illustration in a galactic Just So Story, the Elephant’s Trunk Nebula winds through the emission region and young star cluster complex IC 1396, in the high and far off constellation of Cepheus. Also known as vdB 142, this cosmic elephant’s trunk is over 20 light-years long. The detailed telescopic view features the
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