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Engineering and Construction

Unveiling a Secret Material from Meteorites: A Hybrid Crystal-Glass that Defies Heat

A rare mineral from a 1724 meteorite defies the rules of heat flow, acting like both a crystal and a glass. Thanks to AI and quantum physics, researchers uncovered its bizarre ability to maintain constant thermal conductivity, a breakthrough that could revolutionize heat management in technology and industry.

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Unveiling a Secret Material from Meteorites: A Hybrid Crystal-Glass that Defies Heat

Imagine a material that can withstand extreme temperature fluctuations without losing its shape or structure. Such a material would have revolutionary implications for various industries, from aerospace and electronics to energy and steel production. Researchers at Columbia Engineering have made a groundbreaking discovery by identifying a hybrid crystal-glass material in meteorites, which exhibits unprecedented thermal properties.

The problem of optimizing the performance and durability of materials used in different applications essentially boils down to understanding how their chemical composition and atomic structure determine their heat-conduction capabilities. Michele Simoncelli, an assistant professor at Columbia Engineering, has tackled this issue from first principles by leveraging machine-learning techniques and traditional first-principles methods to solve them with quantitative accuracy.

In research published in the Proceedings of the National Academy of Sciences, Simoncelli and his collaborators predicted the existence of a material with hybrid crystal-glass thermal properties. A team of experimentalists led by Etienne Balan confirmed this prediction with measurements, discovering that the first-of-its-kind material was present in meteorites and had also been identified on Mars.

The fundamental physics driving this behavior could advance our understanding and design of materials that manage heat under extreme temperature differences. This discovery may provide insight into the thermal history of planets, opening new avenues for research.

Thermal conduction depends on whether a material is crystalline or glassy, with opposite trends observed in crystals and glasses. In 2019, Simoncelli, Nicola Marzari, and Francesco Mauri derived a single equation that captures this behavior. Using this equation, they investigated the relationship between atomic structure and thermal conductivity in materials made from silicon dioxide.

They predicted that a particular “tridymite” form of silicon dioxide would exhibit the hallmarks of a hybrid crystal-glass material with a thermal conductivity that remains unchanged with temperature. This unusual thermal-transport behavior bears analogies with the invar effect in thermal expansion, for which the Nobel Prize in Physics was awarded in 1920.

The team obtained special permission from the National Museum of Natural History in Paris to perform experiments on a sample of silica tridymite carved from a meteorite that landed in Steinbach, Germany, in 1724. Their experiments confirmed their predictions: meteoric tridymite has an atomic structure that falls between an orderly crystal and disordered glass, and its thermal conductivity remains essentially constant over the experimentally accessible temperature range of 80 K to 380 K.

Upon further investigation, the team predicted that this material could form from decade-long thermal aging in refractory bricks used in furnaces for steel production. Steel is one of the most essential materials in modern society, but producing it is carbon-intensive: just 1 kg of steel emits approximately 1.3 kg of carbon dioxide, with the nearly 1 billion tons produced each year accounting for about7% of carbon emissions in the U.S.

Materials derived from tridymite could be used to more efficiently control the intense heat involved in steel production, helping to reduce the steel industry’s carbon footprint. Future research is shaping emerging technologies, including wearable devices powered by thermoelectrics, neuromorphic computing, and spintronic devices that exploit magnetic excitations for information processing.

Simoncelli’s group at Columbia is exploring these topics, structured around three core pillars: the formulation of first-principles theories to predict experimental observables, the development of AI simulation methods for quantitatively accurate predictions of materials properties, and the application of theory and methods to design and discover materials to overcome targeted industrial or engineering challenges.

Computer Modeling

Unveiling the Hidden Power of Quantum Computers: Scientists Discover Forgotten Particle that Could Unlock Universal Computation

Scientists may have uncovered the missing piece of quantum computing by reviving a particle once dismissed as useless. This particle, called the neglecton, could give fragile quantum systems the full power they need by working alongside Ising anyons. What was once considered mathematical waste may now hold the key to building universal quantum computers, turning discarded theory into a pathway toward the future of technology.

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The discovery of the “neglecton” particle, previously discarded in traditional approaches to topological quantum computation, has brought scientists closer to unlocking the full power of quantum computers. This new anyon emerges naturally from a broader mathematical framework and provides exactly the missing ingredient needed to complete the computational toolkit.

In a study published in Nature Communications, a team of mathematicians and physicists led by Aaron Lauda, professor of mathematics, physics, and astronomy at the USC Dornsife College of Letters, Arts, and Sciences, has demonstrated that Ising anyons can be made universal through braiding alone when combined with the newly discovered neglecton particle.

The breakthrough illustrates how abstract mathematics can solve concrete engineering problems in unexpected ways. By embracing mathematical structures previously considered useless, researchers have unlocked a whole new chapter for quantum information science.

“This work moves us closer to universal quantum computing with particles we already know how to create,” Lauda said. “The math gives a clear target: If experimentalists can find a way to realize this extra stationary anyon, it could unlock the full power of Ising-based systems.”

The research opens new directions both in theory and in practice, with mathematicians working to extend their framework to other parameter values and clarify the role of unitarity in non-semisimple TQFTs. Experimentalists aim to identify specific material platforms where the stationary neglecton could arise and develop protocols that translate their braiding-based approach into realizable quantum operations.

The study was supported by National Science Foundation Grants, Army Research Office Grants, Simons Foundation Collaboration Grant, and PSC CUNY Enhanced Award. The team of researchers includes Filippo Iulianelli, Sung Kim, and Joshua Sussan, among others.

In conclusion, the discovery of the neglecton particle has brought scientists closer to unlocking the full power of quantum computers, offering new directions in theory and practice, and highlighting the potential for abstract mathematics to solve concrete engineering problems.

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Biochemistry

Shape-Shifting Catalysts: Revolutionizing Green Chemistry with a Single Atom

A team in Milan has developed a first-of-its-kind single-atom catalyst that acts like a molecular switch, enabling cleaner, more adaptable chemical reactions. Stable, recyclable, and eco-friendly, it marks a major step toward programmable sustainable chemistry.

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The scientific community has witnessed a groundbreaking development in sustainable chemistry with the creation of a shape-shifting single-atom catalyst at the Politecnico di Milano. This innovative material has demonstrated the capability to selectively adapt its chemical activity, paving the way for more efficient and programmable industrial processes.

Published in the Journal of the American Chemical Society, one of the world’s most esteemed scientific journals in chemistry, this study marks a significant breakthrough in the field of single-atom catalysts. For the first time, scientists have successfully designed a material that can change its catalytic function depending on the chemical environment, much like a ‘molecular switch.’ This allows complex reactions to be performed more cleanly and efficiently, using less energy than conventional processes.

The research focuses on a palladium-based catalyst in atomic form encapsulated in a specially designed organic structure. This unique setup enables the material to ‘switch’ between two essential reactions in organic chemistry – bioreaction and carbon-carbon coupling – simply by varying the reaction conditions. The team has successfully demonstrated this phenomenon, showcasing the potential for more intelligent, selective, and sustainable chemical transformations.

Lead researcher Gianvito Vilé, lecturer at the Politecnico di Milano’s ‘Giulio Natta’ Department of Chemistry, Materials and Chemical Engineering, emphasizes the significance of their discovery: “We have created a system that can modulate catalytic reactivity in a controlled manner, paving the way for more intelligent, selective, and sustainable chemical transformations.”

The new catalyst stands out not only for its reaction flexibility but also for its stability, recyclability, and reduced environmental impact. ‘Green’ analyses conducted by the team reveal a substantial decrease in waste and hazardous reagents, making it an exemplary model for sustainable chemistry.

This study is the result of an international collaboration with esteemed institutions from around the world, including the University of Milan-Bicocca, the University of Ostrava (Czech Republic), the University of Graz (Austria), and Kunsan National University (South Korea). The joint efforts of these researchers have led to a groundbreaking achievement that has far-reaching implications for the field of green chemistry.

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Astrophysics

The Unifying Language of Mathematics: A New Perspective on Physics and Cosmology

By exploring positive geometry, mathematicians are revealing hidden shapes that may unify particle physics and cosmology, offering new ways to understand both collisions in accelerators and the origins of the universe.

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The Unifying Language of Mathematics: A New Perspective on Physics and Cosmology

Mathematics and physics have long been intertwined, with each field driving the development of new mathematical ideas and concepts. Recent work by mathematicians Claudia Fevola from Inria Saclay and Anna-Laura Sattelberger from the Max Planck Institute for Mathematics in the Sciences has shed light on how algebraic structures and geometric shapes can be used to understand phenomena ranging from particle collisions to the large-scale architecture of the cosmos.

The research centers around algebraic geometry, a field that explores the relationships between algebraic equations and geometric shapes. The authors draw on this knowledge to develop a new mathematical framework, positive geometry, which has far-reaching implications for our understanding of physics and cosmology.

Positive geometry is not just a tool, but a language that can unify our understanding of nature at all scales. It offers an alternative way to compute scattering amplitudes, from which one can derive probabilities of scattering events. This approach has significant implications for particle physics, as it provides a more efficient and accurate method for calculating the behavior of particles in high-energy collisions.

Moreover, positive geometry is being applied to cosmology, where scientists are using the faint light of the cosmic microwave background and the distribution of galaxies to infer what shaped the early universe. Similar mathematical tools are now being used to reconstruct the physical laws that governed the birth of the cosmos.

The study highlights the potential of positive geometry to influence fundamental research in both physics and mathematics. The authors emphasize that this is a young field, but it has the potential to significantly impact our understanding of nature at all scales.

The recent developments in positive geometry are not only advancing our understanding of the physical world but also pushing the boundaries of mathematics itself. It is now up to the scientific community to work out the details of these emerging mathematical objects and theories and to validate them. Encouragingly, several successful collaborations have already laid important groundwork.

This rewritten article aims to provide a clear and concise overview of the research on positive geometry and its implications for physics and cosmology, making it accessible to a general audience. The prompt for image generation is designed to visually represent the complex concepts discussed in the article, while also conveying the beauty and intricacy of mathematics.

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