Andrew Rosenblum, Author at żěè¶ĚĘÓƵ Science news and science articles from żěè¶ĚĘÓƵ Wed, 31 Jan 2024 12:28:58 +0000 en-US hourly 1 https://wordpress.org/?v=7.0.1 242057827 Toxic mud from aluminium production can be used to make greener steel /article/2414057-toxic-mud-from-aluminium-production-can-be-used-to-make-greener-steel/?utm_campaign=RSS|NSNS&utm_content=currents&utm_medium=RSS&utm_source=NSNS Wed, 24 Jan 2024 17:42:40 +0000 /?post_type=article&p=2414057
Aluminium refinement produces a hazardous red sludge
Ajdin Kamber/Shutterstock

The huge reservoirs of hazardous red mud that are produced as part of refining aluminium could be used to make greener steel.

There are roughly 4 billion tonnes of red mud stored around the world, which is an environmental hazard that can lead to deadly accidents. And producing a tonne of steel generates – that is because most steel production involves burning fossil fuels to react carbon with the oxygen in iron ore, yielding iron but also carbon dioxide.

at the Max Planck Institute for Iron Research in Germany and his colleagues have come up with a way to tackle both problems. They have devised a method to extract iron from red mud by exposing it to a plasma of hydrogen and argon, and then using this iron to produce steel.

Key to the process is that red mud contains between 30 and 60 per cent iron oxide by weight, alongside hazardous elements such as arsenic and lead.

The researchers heated up red mud in a device called an electric arc furnace to a temperature of roughly 1850°C (3362°F), with a blend of argon and hydrogen to react with the oxygen. The resulting melt was then cooled, crushed and separated into iron pellets ready to be turned into steel.

Co-author , also at the Max Planck Institute for Iron Research, says that given the amount of red mud there is, the process could produce between 748 million and 942 million tonnes of steel, which would result in over a billion tonnes less of CO2 compared with conventional methods. However, this scale would still only be a fraction of the steel produced globally each year.

Using green hydrogen as part of the refining process is , says at Stanford University in California. In 2021, a Swedish consortium called HYBRIT demonstrated a trial run that lowered the carbon footprint of steelmaking by up to 98 per cent. What is new is using the hazardous red mud as a feedstock, he says. “Whether it is less expensive than the first process is difficult to tell,” says Jacobson. “The authors claim it is inexpensive, but more information is needed to determine this.”

Journal reference:

Nature

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Humans have improved at Go since AIs became best in the world /article/2364137-humans-have-improved-at-go-since-ais-became-best-in-the-world/?utm_campaign=RSS|NSNS&utm_content=currents&utm_medium=RSS&utm_source=NSNS Mon, 13 Mar 2023 19:00:40 +0000 /?post_type=article&p=2364137 Go involves placing stones on a board to claim territory
Go involves placing stones on a board to claim territory
Shutterswtock/Lunx
AIs can beat the world’s best players at the board game Go, but humans are starting to improve too. An analysis of millions of Go moves has found that professional players have been making better and more original game choices since Go-playing AIs overtook humans. Before 2016, AIs couldn’t beat the world’s best Go players. But this changed with an AI called AlphaGo developed by London-based research firm DeepMind. AlphaGo defeated multiple Go champions, including the then number one ranked human player. Since then, other AIs have also been developed that are considered “superhuman”. Though they can be used simply as opposition players, they can also help analyse the quality of any given move and so act as a Go coach too. at the City University of Hong Kong and his colleagues decided to investigate whether the introduction of these superhuman Go-playing AIs has led to a marked improvement in human play. The researchers gathered a data set consisting of 5.8 million move decisions by professional players between 1950 and 2021. They then used a Go-playing AI to help calculate a measure called a “decision quality index”, or DQI, which assesses the quality of a move. They deemed a move “novel” if it had not been previously attempted in combination with the preceding moves. The analysis found that human players had made significantly better and more novel moves in response to the 2016 advent of superhuman AI. Between 1950 and 2015, the improvement in quality of play was comparatively small, with a median annual DQI oscillating between roughly -0.2 and 0.2.  Whereas after superhuman AI, the DQI leapt upward, with median values above 0.7 from 2018 to 2021. In 2015, 63 per cent of games showed novel strategies, whereas by 2018, that figure had risen to 88 per cent.
at the University of California, Berkeley, says that the improved human Go playing resembles a phenomenon in the 1990s, when backgammon players began changing opening moves in response to the advent of highly skilled computer players. The fact that it’s an AI making the assessment also plays a role, he says. “It’s not surprising that players who train against machines will tend to make more moves that machines approve of.” The paper shows cultural transmission from Go-playing AIs back to humans, says at Stanford University in California. “The thing [the paper] makes me think really hard about is that right now we’re seeing another abrupt change in AI which is chatbots. What abrupt changes are we going to see in different cultures as a result of interacting with and learning from chatbots?”
Journal reference

Proceedings of the National Academy of Sciences

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Directors are using virtual reality on set to find the perfect shot /article/2202390-directors-are-using-virtual-reality-on-set-to-find-the-perfect-shot/?utm_campaign=RSS|NSNS&utm_content=currents&utm_medium=RSS&utm_source=NSNS Fri, 10 May 2019 14:00:14 +0000 /?post_type=article&p=2202390 2202390 Stunningly realistic video game visuals made by simulating light rays /article/2198866-stunningly-realistic-video-game-visuals-made-by-simulating-light-rays/?utm_campaign=RSS|NSNS&utm_content=currents&utm_medium=RSS&utm_source=NSNS Fri, 05 Apr 2019 11:24:07 +0000 /?post_type=article&p=2198866 2198866 First commercial DNA data storage service set to launch in 2019 /article/2173392-first-commercial-dna-data-storage-service-set-to-launch-in-2019/?utm_campaign=RSS|NSNS&utm_content=currents&utm_medium=RSS&utm_source=NSNS Wed, 04 Jul 2018 11:45:00 +0000 http://mg23931853.200 2173392 Robot port in China to unload shipping containers without humans /article/2167440-robot-port-in-china-to-unload-shipping-containers-without-humans/?utm_campaign=RSS|NSNS&utm_content=currents&utm_medium=RSS&utm_source=NSNS /article/2167440-robot-port-in-china-to-unload-shipping-containers-without-humans/#respond Thu, 26 Apr 2018 13:20:45 +0000 /?post_type=article&p=2167440 /article/2167440-robot-port-in-china-to-unload-shipping-containers-without-humans/feed/ 0 2167440 Lab-grown pet food promises a wholesome vegan lifestyle for dogs /article/2163810-lab-grown-pet-food-promises-a-wholesome-vegan-lifestyle-for-dogs/?utm_campaign=RSS|NSNS&utm_content=currents&utm_medium=RSS&utm_source=NSNS /article/2163810-lab-grown-pet-food-promises-a-wholesome-vegan-lifestyle-for-dogs/#respond Thu, 15 Mar 2018 11:00:39 +0000 /?post_type=article&p=2163810 /article/2163810-lab-grown-pet-food-promises-a-wholesome-vegan-lifestyle-for-dogs/feed/ 0 2163810