Experiments bring Enceladus’ subsurface ocean into the lab

Experiments bring Enceladus' subsurface ocean into the lab
Plumes erupt from Enceladus’ southern polar regions. Credit: NASA/JPL-Caltech

Through new experiments, researchers in Japan and Germany have recreated the chemical conditions found in the subsurface ocean of Saturn’s moon, Enceladus. Published in Icarus, the results show that these conditions can readily produce many of the organic compounds observed by the Cassini mission, strengthening evidence that the distant world could harbor the molecular building blocks of life.

Beneath its thick outer shell of ice, astronomers widely predict that Saturn’s sixth largest moon hosts an ocean of liquid water in its south polar region...

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A simple blood test could change how Alzheimer’s is diagnosed

blood test
Credit: Pixabay/CC0 Public Domain

A blood test, combined with an ultrathin material derived from graphite, could significantly advance efforts to detect Alzheimer’s disease at its very earliest stage, even before symptoms appear.

Alzheimer’s disease is the most common form of dementia. For millions of Europeans—and the health services that care for them—it is a ticking time bomb, with still no cure. But EU researchers are developing a simple tool to enable much earlier detection, potentially decades before symptoms appear.

Early detection matters because treatment is most effective when started as soon as possible. This gives people a better chance to slow the progression of the disease and plan for the future...

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New memristor training method slashes AI energy use by six orders of magnitude

New memristor training method slashes AI energy use by six orders of magnitude
The implementation of SRNet ×2 on memristor hardware. Credit: Nature Communications (2025). DOI: 10.1038/s41467-025-66240-7

In a Nature Communications study, researchers from China have developed an error-aware probabilistic update (EaPU) method that aligns memristor hardware’s noisy updates with neural network training, slashing energy use by nearly six orders of magnitude versus GPUs while boosting accuracy on vision tasks. The study validates EaPU on 180 nm memristor arrays and large-scale simulations.

Analog in-memory computing with memristors promises to overcome digital chips’ energy bottlenecks by performing matrix operations via physical laws. Memristors are devices that combine memory and processing like brain synapses.

Inference on these systems works well, as shown ...

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Astronomer uses ‘China Sky Eye’ to reveal binary origin of fast radio bursts

Astronomer uses 'China Sky Eye' to reveal binary origin of fast radio bursts
Credit: Y. Liu, X. Yang, Y.F. Liang, W.L. Zhang and Y. Li (PMO)

An international team of astronomers, including researchers from the Department of Physics at The University of Hong Kong (HKU), has uncovered the first decisive evidence that at least some fast radio burst (FRB) sources—brief but powerful flashes of radio waves from distant galaxies—reside in binary stellar systems. This means the FRB source is not an isolated star, as previously assumed, but part of a binary stellar system in which two stars orbit each other.

Using the Five-hundred-meter Aperture Spherical Telescope (FAST) located in Guizhou, also known as the “China Sky Eye,” the team detected a distinctive signal that reveals the presence of a nearby companion star orbiting the FRB source.

The discovery, publ...

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