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Real-time X-ray data analysis with DONUT accelerates materials science

What if scientists could get a taste of discovery as soon as their experiment finishes? Thanks to a new machine learning tool called DONUT, researchers at the U.S. Department of Energy's (DOE) Argonne National Laboratory are transforming how experiments are run at the Advanced Photon Source (APS), a DOE Office of Science user facility.

Phys.org · 3 hours ago

Science

Beyond color: Fluorescence lifetime imaging distinguishes multiple proteins in living plant cells

Fluorescent protein imaging is an indispensable tool in life science research, enabling visualization of protein movement and localization, gene expression, signaling pathways, protein-protein interactions and more. For simultaneous analysis of multiple proteins (i.e., multiplex imaging), a variety of fluorescent proteins that emit different colors (blue, green, yellow and red) have been developed.

Phys.org · 4 hours ago

Science

Sorting potatoes with AI

Karevo's AI-powered optical recognition system can sort up to 10 tons of potatoes per hour with 95% accuracy. The founder's journey took him from a potato farm to the Technical University of Munich (TUM) and ultimately to his own startup.

Phys.org · 5 hours ago