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01 / 05
DeepMind Researchers Use AI Tool to Find 2mn New Materials

Financial Times | Science & Technology

DeepMind Researchers Use AI Tool to Find 2mn New Materials

“Google DeepMind researchers have discovered 2.2mn crystal structures that open potential progress in fields from renewable energy to advanced computation, and show the power of artificial intelligence to discover novel materials.

The trove of theoretically stable but experimentally unrealised combinations identified using an AI tool known as GNoME is more than 45 times larger than the number of such substances unearthed in the history of science, according to a paper published in Nature on Wednesday.”

From Financial Times.

Curiosities | Scientific Research

Analysis of Beethoven’s Hair Reveals Possible Cause of Mysterious Ailments

“How did Beethoven end up with so much lead, as well as arsenic and mercury, in his body? The substances likely accumulated over decades of the composer’s life through food and drink, Rifai said.

Beethoven was known to favor wine, sometimes drinking a bottle a day, and he drank plumbed wine. A common practice dating back at least 2,000 years, the creation of plumbed wine involves adding lead acetate as a sweetener and preservative, Rifai said. At the time, lead was also used in glassmaking to give glassware a more clear and appealing appearance.

Beethoven also loved to eat fish, and at the time, the Danube River was a great source of industry, meaning waste ended up in the same river that was a source of fish caught for consumption — and that fish likely contained arsenic and mercury, Rifai said.”

From CNN.

The Keyword | Scientific Research

AlphaFold 3 Predicts the Structure and Interactions of All of Life’s Molecules

“In a paper published in Nature, we introduce AlphaFold 3, a revolutionary model that can predict the structure and interactions of all life’s molecules with unprecedented accuracy. For the interactions of proteins with other molecule types we see at least a 50% improvement compared with existing prediction methods, and for some important categories of interaction we have doubled prediction accuracy.

We hope AlphaFold 3 will help transform our understanding of the biological world and drug discovery. Scientists can access the majority of its capabilities, for free, through our newly launched AlphaFold Server, an easy-to-use research tool. To build on AlphaFold 3’s potential for drug design, Isomorphic Labs is already collaborating with pharmaceutical companies to apply it to real-world drug design challenges and, ultimately, develop new life-changing treatments for patients.”

From the Keyword.

MIT News | Scientific Research

How Light Can Vaporize Water without the Need for Heat

“In a series of painstakingly precise experiments, a team of researchers at MIT has demonstrated that heat isn’t alone in causing water to evaporate. Light, striking the water’s surface where air and water meet, can break water molecules away and float them into the air, causing evaporation in the absence of any source of heat.

The astonishing new discovery could have a wide range of significant implications. It could help explain mysterious measurements over the years of how sunlight affects clouds, and therefore affect calculations of the effects of climate change on cloud cover and precipitation. It could also lead to new ways of designing industrial processes such as solar-powered desalination or drying of materials.”

From MIT News.

Curiosities | Scientific Research

Two Lifeforms Merge in Once-in-a-Billion-Years Evolutionary Event

“In the 4-billion-odd-year history of life on Earth, primary endosymbiosis is thought to have only happened twice that we know of, and each time was a massive breakthrough for evolution. The first occurred about 2.2 billion years ago, when an archaea swallowed a bacterium that became the mitochondria. This specialized energy-producing organelle allowed for basically all complex forms of life to evolve. It remains the heralded ‘powerhouse of the cell’ to this day.

The second time happened about 1.6 billion years ago, when some of these more advanced cells absorbed cyanobacteria that could harvest energy from sunlight. These became organelles called chloroplasts, which gave sunlight-harvesting abilities, as well as a fetching green color, to a group of lifeforms you might have heard of – plants.

And now, scientists have discovered that it’s happening again. A species of algae called Braarudosphaera bigelowii was found to have engulfed a cyanobacterium that lets them do something that algae, and plants in general, can’t normally do – ‘fixing’ nitrogen straight from the air, and combining it with other elements to create more useful compounds.”

From New Atlas.