Hybrid energy system: One roof for electricity, heating and cooling

Hybrid Energy System: One Roof for Electricity, Heating and Cooling
Prototype of the hybrid sun–universe energy harvester for the simultaneous generation of electricity, heating, and cooling. Credit: Gan Huang, KIT

Photovoltaic panels generate electricity, solar thermal collectors provide heat, while cooling is usually supplied by air conditioning systems that themselves consume electricity. As a result, buildings require different technologies competing for the limited space available on roofs and facades.

A solution developed by a team led by Dr. Gan Huang at KIT’s Institute of Microstructure Technology, by contrast, simultaneously provides cooling, electricity and heating from a single surface. This hybrid PDRC-solar system combines photovoltaic and solar thermal technologies with passive daytime radiative cooling (PDRC)...

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Radio telescopes help scientists map molecules in space and uncover where and how stars form

The Orion Nebula with pink and purple gas and brown dust.
The Orion Nebula, captured in visible light by the Hubble Space Telescope. NASA, ESA, M. Robberto (Space Telescope Science Institute/ESA) and the Hubble Space Telescope Orion Treasury Project Team

You may have heard the phrase “we are made of star-stuff.” This statement by the astronomer Carl Sagan refers to the fact that elements heavier than hydrogen and helium were forged in the centers of the first stars. But how does this star-stuff evolve into the chemistry of rocks, plants and people?

As an astrochemist and radio astronomer, I study the places in the universe where stars are born as interstellar laboratories. I’m interested in how simple ingredients come together to form bigger and bigger molecules, including those that are building blocks of life...

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How old are you really? Study explains what makes ‘epigenetic clocks’ tick, debuts new prediction tools

candles on cake
Credit: Unsplash/CC0 Public Domain

What do “epigenetic clocks” actually measure? These lab tests have become popular tools for studying biological aging, or how the body’s cellular function changes at a faster or slower rate than expected. However, the underlying biology behind each of these measurements has remained largely unknown until now.

A recent USC Leonard Davis School of Gerontology-led study published in npj Aging shows that five of the most widely used epigenetic clocks measure different aspects of biological aging. The research team also developed new gene expression-based clocks to complement existing epigenetic clocks, which show even stronger predictive power for age-related disease and mortality.

Biology versus the calendar
Scientists have long known that people ag...

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AI agents struggle to perform original scientific research

scientific research
Credit: Unsplash/CC0 Public Domain

Among the many predictions about the future of artificial intelligence is that models will one day be able to conduct scientific research on their own, leaving humans out of the equation. Already, they can write code, run experiments and search scientific literature, but carrying out open-ended research would require a significant leap in ability.

In a paper posted on the arXiv preprint server, researchers tested AI’s ability to conduct open-ended research and found that it came up short.

Putting AI to the test
The study authors gave frontier agents (cutting-edge, state-of-the-art AI tools designed to carry out complex, multistep tasks autonomously) six days to conduct research and write papers based on two then-unpublished AI conference submissi...

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