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Electricity

Unveiling the Secrets of Dark Matter: The Discovery of Hidden Stars Known as Dark Dwarfs

Some of the faintest, coldest stars in the universe may be powered not by fusion—but by the annihilation of dark matter deep within them. These “dark dwarfs” could exist in regions like the galactic center, where dark matter is thickest. Unlike typical stars, they glow without burning hydrogen, and their heat could come from invisible particles crashing into each other inside. If we spot one, especially without lithium (a chemical clue), it could point us straight to the true identity of dark matter.

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The discovery of hidden stars known as dark dwarfs has sent shockwaves throughout the scientific community. These enigmatic objects have been linked to dark matter, one of the most debated topics in modern cosmology and astrophysics research. Dark matter is estimated to comprise approximately 25% of the universe’s mass-energy density, yet it remains invisible to our telescopes due to its non-emission of light.

“We think that 25% of the universe is composed of a type of matter that doesn’t emit light, making it invisible to our eyes and telescopes. We only detect it through its gravitational effects. That’s why we call it dark matter,” explains Jeremy Sakstein, Professor of Physics at the University of Hawai’i and one of the study’s authors.

The most well-known dark matter candidates are Weakly Interacting Massive Particles (WIMPs), which interact very weakly with ordinary matter and reveal themselves only through their gravitational effects. This type of dark matter would be necessary for dark dwarfs to exist, as it could be captured by stars and accumulate inside them.

Dark dwarfs emit light, but not due to nuclear fusion processes like ordinary stars. Instead, they shine faintly due to the energy produced by their relatively small gravitational contraction. However, if brown dwarfs are located in regions with abundant dark matter, they can transform into something else – dark dwarfs.

This entire hypothesis relies on a specific type of dark matter, where heavy particles interact strongly with each other and annihilate into visible energy. Sakstein and colleagues propose a distinctive marker for identifying dark dwarfs: the presence of Lithium-7. This element burns easily and is quickly consumed in ordinary stars, making it a unique effect that can be used to distinguish between brown dwarfs and dark dwarfs.

Tools like the James Webb Space Telescope might already be able to detect extremely cold celestial objects like dark dwarfs. However, Sakstein suggests another possibility: looking at a whole population of objects and asking, statistically, if it is better described by having a sub-population of dark dwarfs or not.

If in the coming years we manage to identify one or more dark dwarfs, how strong would that clue be in support of the hypothesis that dark matter is made of WIMPs? Reasonably strong. With light dark matter candidates, something like an axion, I don’t think you’d be able to get something like a dark dwarf. They don’t accumulate inside stars. If we manage to find a dark dwarf, it would provide compelling evidence that dark matter is heavy, interacts strongly with itself, but only weakly with the Standard Model. This includes classes of WIMPs, but it would include some other more exotic models as well.

Batteries

“Reviving ‘Dead’ Batteries: The Path to a Greener Future”

Lithium battery recycling offers a powerful solution to rising demand, with discarded batteries still holding most of their valuable materials. Compared to mining, recycling slashes emissions and resource use while unlocking major economic potential. Yet infrastructure, policy, and technology hurdles must still be overcome.

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As the world moves towards a cleaner energy future, the importance of recycling ‘dead’ batteries cannot be overstated. With the growing demand for electric vehicles, portable electronics, and renewable energy storage, lithium has become a critical mineral. According to new research from Edith Cowan University (ECU), tapping into used batteries as a secondary source of lithium not only helps reduce environmental impact but also secures access to this valuable resource, supporting a circular economy and ensuring long-term sustainability in the energy sector.

The global lithium-ion battery market size is projected to expand at a compound annual growth rate of 13 per cent, reaching $87.5 billion by 2027. However, only around 20 per cent of a lithium-ion battery’s capacity is used before the battery is no longer fit for use in electric vehicles, meaning those batteries ending up in storage or on the landfill retain nearly 80 per cent of their lithium capacity.

The Australian Department of Industry, Science and Resources has estimated that by 2035, Australia could be generating 137,000 t of lithium battery waste annually. For the end-of-life batteries, the obvious answer is recycling, said first author Mr Asad Ali, quoting figures from the government which estimates that the recycling industry could be worth between $603 million and $3.1 billion annually in just over a decade.

“By recycling these batteries, you can access not only the remaining lithium – which already purified to near 99 per cent – but you can also retrieve the nickel and the cobalt from these batteries,” Mr Ali noted.

While the lithium retrieved through the recycling process is unlikely to impact the lithium extraction or downstream sectors, the recycling process offered significant environmental benefits when compared with the mining industry. Recycling processes can significantly reduce the extensive use of land, soil contamination, ecological footprint, water footprint, carbon footprint, and harmful chemical release into the environment.

Mining emits up to 37% tons of CO2 per ton of lithium. Recycling processes produce up to 61 per cent less carbon emissions compared with mining and uses 83 per cent less energy and 79 per cent less water as compared to mining.

ECU lecturer and corresponding author Dr Muhammad Azhar said that while Australia holds one of the largest hard rock lithium reserves in the world, the recovery of lithium from end-of-life batteries could provide socio-economic benefits and fulfils environmental sustainability.

The benefits of lithium-ion battery recycling seem obvious, but there are still some challenges to be addressed. The rate of innovation significantly outstrips policy development, and the chemical make-up of the batteries also continuously evolve, which makes the recycling of these batteries more complicated.

However, there is a definite need for investment into the right infrastructure in order to create this circular economy. Several Australian companies are looking at the best ways to approach this, and ECU is exploring the second life of retired lithium batteries, providing a promising future for a greener tomorrow.

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Civil Engineering

AI Breakthrough in Fusion Reactor Design: Uncovering Hidden Safe Zones with HEAT-ML

Scientists have developed a lightning-fast AI tool called HEAT-ML that can spot hidden “safe zones” inside a fusion reactor where parts are protected from blistering plasma heat. Finding these areas, known as magnetic shadows, is key to keeping reactors running safely and moving fusion energy closer to reality.

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The development of artificial intelligence (AI) in fusion research has taken a significant leap forward. A public-private partnership between Commonwealth Fusion Systems (CFS), the U.S. Department of Energy’s Princeton Plasma Physics Laboratory (PPPL), and Oak Ridge National Laboratory has led to the creation of HEAT-ML, an AI approach that rapidly finds and simulates “magnetic shadows” in fusion vessels: safe havens protected from intense heat plasma.

HEAT-ML uses a deep neural network to learn how to calculate shadow masks, which are 3D maps of specific areas on internal components shielded from direct heat. This AI surrogate was trained using a database of approximately 1,000 SPARC simulations and can now simulate the same calculations in mere milliseconds, as opposed to the previous 30 minutes.

The goal is to create software that significantly speeds up fusion system design and enables good decision-making during operations by adjusting plasma settings to prevent potential problems. HEAT-ML was specifically designed for a small part of the SPARC tokamak under construction by CFS but has the potential to be expanded to generalize the calculation of shadow masks for exhaust systems of any shape and size, as well as other plasma-facing components.

Researchers believe that this AI breakthrough could pave the way for faster fusion system design, enabling good decision-making during operations, and potentially leading to limitless amounts of electricity on Earth.

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Batteries

Unlocking Battery Secrets at the Atomic Scale

Scientists have cracked open a mysterious layer inside batteries, using cutting-edge 3D atomic force microscopy to capture the dynamic molecular structures at their solid-liquid interfaces. These once-invisible electrical double layers (EDLs) twist, break, and reform in response to surface irregularities phenomena never seen before in real-world battery systems. The findings don t just refine our understanding of how batteries work at the microscopic level they could fundamentally change how we build and design next-generation energy storage.

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The mysteries hidden within your battery are finally being unraveled by scientists at the University of Illinois Urbana-Champaign. Led by Professor Yingjie Zhang, a team has completed an investigation into the nonuniformity of liquid electrolytes at solid-liquid interfaces in electrochemical cells – a long-overlooked aspect that holds significant technological implications.

The researchers used 3D atomic force microscopy to study the molecular structure of electrical double layers (EDLs), which self-organize into nanometer-thick layers at the interface between the liquid electrolyte and solid conductor. Their findings revealed three primary responses in EDLs: bending, breaking, and reconnecting – patterns that are quite universal and mainly driven by the finite size of liquid molecules.

The study provides a groundbreaking understanding of electrochemical cells and has significant implications for battery technology. By shedding light on the nonuniformity of liquid electrolytes at solid-liquid interfaces, researchers can now develop new chapters in electrochemistry textbooks and inform technological applications.

“We have resolved the EDLs in realistic, heterogeneous electrochemical systems, which is a holy grain in electrochemistry,” said Professor Zhang. “Besides the practical implications in technology, we are starting to develop new chapters in electrochemistry textbooks.”

The research team also includes graduate student Qian Ai as the lead author and other contributors from the University of Illinois Urbana-Champaign. Support was provided by the Air Force Office of Scientific Research.

This study marks a significant step forward in understanding the atomic-scale secrets within batteries, paving the way for improved battery technology and innovative applications.

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