A large field of sand dunes located alongside the village of Oyyl in the Kazakh Steppe bears a striking resemblance to a giant slug. (Image credit: NASA/ISS program)
QUICK FACTS
Where is it? Oyyl dune field, Kazakhstan [49.0485097, 54.776320616]
What’s in the photo? A large field of sand dunes in the shape of a slug
Who took the photo? An unnamed astronaut on board the International Space Station
When was it taken? June 15, 2022
This intriguing astronaut photo shows off an oddly shaped field of dunes in Kazakhstan that strongly resembles a giant slug meandering across the landscape. The mollusk mimic is covered with clusters of vegetation, suggesting its sands are slowly being frozen in place.
The dune field is located around 175 miles (280 kilometers) northeast of the Caspian Sea in the western reaches of the Kazakh Steppe — a vast region of open grassland covering north Kazakhstan and parts of Russia. It is sandwiched between the village of Oyyl to the west (left in the image) and a large floodplain to the east (right in the image).
It covers an area of around 75 square miles (190 square kilometers), around three times the size of Manhattan, and measures approximately 13 miles (21 km) across at its widest point, according to NASA’s Earth Observatory.
Dune fields form in natural depressions, or sinks, within the surrounding landscape, normally in regions with high winds capable of depositing sand in these holes. In this case, the slug-shaped sink sits approximately 300 feet (90 meters) below the elevation of the surrounding landscape.
Most of the sand within this sink originates from the adjacent floodplain, as well as another floodplain located to the south (not shown in the image). Floodplains generate lots of sand when they dry out, as previously trapped coarse sediments get scattered across the land and blown away by the wind, according to National Geographic.
Related: See all the best images of Earth from space
Vegetation growing along the dunes’ ridges is slowly fixing them in place, similar to these dunes (pictured) in Niger. (Image credit: ISSOUF SANOGO/AFP via Getty Images)
The parallel lines visible across the dunes are ridges of sand built up as the prevailing wind pushes the sand northward. Over time, the positions of these ridges subtly shift in the same direction.
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The dark patches littered across the dune field are plants that have taken root in the ridges. If the concentration of this vegetation gets high enough, it can fix a ridge into place and prevent it from moving, similar to some of the dunes frozen in place along various coastlines across the globe.
Most of the vegetation is concentrated along the southern and western edges of the dune field, likely due to water coming from the Uil River, which snakes around the outskirts of Oyyl, according to the Earth Observatory.
Scientists are currently uncertain if the rest of the dune field will follow suit and become overrun by plant life in the future.
DUT Quantum Simulator interface: a decentralized scientific tool for testing cosmological hypotheses based on non-singular geometries and unified general relativity.
“Previsões da Dead Universe Theory (DUT) comparadas com observações confirmadas e pendentes do Telescópio Espacial James Webb (JWST).”
Simulations by ExtractoDAO Labs suggest the universe exists in a continuum, extending its age to 15.8B years — 2B before the Big Bang.
We are delivering 76.8 billion years of simulations, marking the onset of the high fossilization phase, within a continuum universe projected to 180 billion years — redefining cosmology’s future.”
— oel Almeida, Research Leader, ExtractoDAO Labs
CURITIBA, PARANá, BRAZIL, September 2, 2025 /EINPresswire.com/ — DUT Quantum: Advanced Cosmological Simulation Technology Created by ExtractoDAO Labs Predicts Structures Formed 15.8 Billion Years Ago, i.e., 2 Billion Years Before the Big Bang
The James Webb Space Telescope has left the scientific community increasingly uncomfortable, breaking record after record in the discovery of galaxies in the deep universe, at high redshift, and creating serious problems for the old ΛCDM model. The ΛCDM framework can no longer explain the existence of mature, well-formed galaxies that should not exist. In fact, what has happened is that the model failed in its dating of 13.8 billion years, and there is no way to fix it: the model can no longer be patched.
Since the discovery of supermassive black hole structures with more than 30 billion solar masses, scientists working within the ΛCDM paradigm should have raised the alarm. Instead, they tried to patch the model by classifying them as “cosmic seeds.” New theories have emerged, proposing that perhaps the Big Bang never happened, that the universe collapsed from cosmic dust clouds, or that it originated from black holes. However, none of these proposals truly explain what needed to be addressed: did the observable universe have an absolute beginning or not?
On the other hand, researcher Joel Almeida spent about three years working with his development team while also writing a new theory that would not only explain the universe’s past but do so through advanced code and simulations capable of producing results with unquestionable precision. The first results came with the accurate anticipation of the existence of the so-called “Little Red Dots.”
Based on the article Small Red Dots and the DUT Framework, the DUT Quantum Simulator anticipated, prior to JWST observations, the following key properties of Small Red Dots (LRDs or SRDs for DUT, https://zenodo.org/records/16879286 ):
High masses: 10⁶–10⁸ M⊙, already within the first 200–300 Myr.
Quiescent environment: extremely low star-formation rates, in contrast with the ΛCDM scenario.
Dust obscuration: compact nuclei detectable only in the infrared.
Infrared spectrum: dominant emission at 2.5–5 μm, with no strong high-ionization lines.
Stable and non-singular structure: persistent nuclei regulated by entropic potentials.
These characteristics were simulated and published with DOI months before independent JWST confirmations in objects such as CAPERS-LRD-z9 (z = 9.28; Taylor et al.), JADES-GS-z13-0 (z ≈ 13.2), and CEERS-93316 (z ≈ 16.7).
Since March 15, 2025, executions of the DUT Quantum Simulator had already anticipated the existence of compact red sources at z ≈ 9, including morphological and spectral properties that were later reported for CAPERS-LRD-z9 by Taylor et al. From a cosmological interpretation standpoint, z ≈ 9 and z = 9.288 are equivalent within the margins of uncertainty; however, the latter value was only presented in a subsequent study, without prior documentation of the applied methodology or reproducible data that transparently demonstrated how the result was obtained.
“The question is not just to say that they exist, but to describe their characteristics, masses, sizes, and properties. This is very difficult to achieve with simulator technologies like NASA’s. Otherwise, if they could do it, why haven’t they? Fear of being wrong? Whoever fears error is not delivering scientific verdicts. A technology that does not expose itself to the possibility of being wrong should not be used for serious science. All simulators developed by ExtractoDAO are free, open-source, and the simulations are available online for the scientific community to analyze and either validate or reject. That is part of science.” (Eduardo Rodrigues – CEO and Researcher, ExtractoDAO)
The new simulations are now available, predicting the existence of mature and forming galaxies as early as 30 million years after the Big Bang. Furthermore, new advanced modules, already partially published, demonstrate the existence of structures at 15.8 billion years, i.e., 2 billion years before the Big Bang. These simulations will be made available in several repositories for validation as JWST data continues to arrive:
https://zenodo.org/records/17025329
https://zenodo.org/records/16994153
In other words, no matter how far the JWST points its lens, nor the variety of data it reveals, all of these findings will, as much as possible, be interpreted or even anticipated by the DUT Quantum Simulator for the scientific community.
The DUT successfully anticipated the existence, general properties (high mass, compactness, dust, quiescence), and the redshift range (z ~ 9 to z ~ 17) of the population of sources now known as Little Red Dots (LRDs), observed by JWST. The timestamped pre-registration on Zenodo, prior to official confirmation publications, is a strong indicator of the predictive power of the theory.
Joel Almeida ExtractoDAO Labs email us here Visit us on social media: LinkedIn Instagram YouTube X
Gravitational Core of the Dead Universe — DUT Quantum
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Canada has officially unveiled its first-ever lunar rover, marking a historic leap in the nation’s space exploration journey. Developed in collaboration between the Canadian Space Agency (CSA) and domestic tech firms, the rover is designed to explore the Moon’s surface, conduct scientific experiments, and test new technologies vital for future missions. The announcement represents Canada’s entry into lunar exploration, placing it among a select group of nations pursuing robotic and human presence beyond Earth. With its rover slated for launch later this decade, Canada is not only showcasing its technological capabilities but also signaling a bold commitment to space innovation and international cooperation.
A milestone in Canada’s space journey
The lunar rover project builds on Canada’s celebrated space legacy, best known for contributions like the Canadarm on NASA’s Space Shuttle and the International Space Station. By extending its robotics expertise to planetary exploration, Canada is now pushing into an entirely new frontier on the Moon. This step underscores the country’s ambition to play a stronger role in global space exploration at a time when interest in lunar missions is rapidly accelerating.Designed for the harsh conditions of the Moon, the rover will endure extreme temperatures, rugged terrain, and abrasive lunar dust. Its instruments will be tasked with analyzing soil composition, searching for water ice, and studying the impact of lunar dust on machinery. These findings could provide essential knowledge for sustaining human presence on the Moon, making the mission not just a symbolic achievement but a scientific necessity.
Partnerships, innovation, and future vision
Canada’s lunar rover is also a story of collaboration. The mission aligns with NASA’s Artemis program and other international partnerships, ensuring that Canada’s contribution has a direct role in advancing humanity’s broader return to the Moon. By focusing on polar exploration, the rover will gather data critical for long-term lunar habitation, supporting both robotic and human-led missions in the future.Beyond science and technology, officials emphasize the rover’s inspirational role at home. Canada’s first attempt at the Moon is expected to spark curiosity among young people, encourage careers in STEM fields, and energize innovation across industries. As a symbol of national pride, the rover demonstrates that Canada is ready to transform its space legacy into a bold vision for the future, from robotic arms orbiting Earth to a rover rolling on the Moon. The mission also highlights Canada’s growing role in international space collaborations and sets the stage for more ambitious extraterrestrial projects in the decades to come.
The spontaneous coalescence of the molecules that led to life on primordial Earth, some 4 billion years ago, may have finally been observed in a laboratory.
Replicating the likely conditions of our newborn planet, chemists have joined together RNA and amino acids – the crucial first step that would eventually lead to the proliferation of living organisms that crawl all over Earth today.
The experimental work could yield important clues about the origins of one of the most important biological relationships: the one between nucleic acids and proteins.
Related: Building Blocks of Life Can Be Forged by ‘Dark Chemistry’ Far From Stars or Planets
“Life today uses an immensely complex molecular machine, the ribosome, to synthesize proteins. This machine requires chemical instructions written in messenger RNA, which carries a gene’s sequence from a cell’s DNA to the ribosome. The ribosome then, like a factory assembly line, reads this RNA and links together amino acids, one by one, to create a protein,” explains chemist Matthew Powner of University College London.
“We have achieved the first part of that complex process, using very simple chemistry in water at neutral pH to link amino acids to RNA. The chemistry is spontaneous, selective, and could have occurred on the early Earth.”
A complex process using biochemical machinery known as a ribosome ‘reads’ nucleic acid templates and produces proteins. (selvanegra/Getty Images/Canva)
Although we know that life must have wriggled its way out of Earth’s primordial ooze – after all, here we are – scientists are not as sure about how it happened. One growing school of thought invests in RNA as a self-replicating nucleic acid, which, thanks to its knack for also performing mechanical work, can catalyze other chemical reactions. This is known as the RNA world hypothesis.
Proteins cannot self-replicate; the instructions for their exact sequencing of amino acids are encoded in sequences of nucleic acid, such as RNA.
So while proteins play a necessary role in many biological processes, molecules of nucleic acid provide a crucial template for their production. Still, this means that the two molecular components would have needed to find a way to join together in the soggy, steamy conditions of early Earth.
“Life relies on the ability to synthesize proteins – they are life’s key functional molecules. Understanding the origin of protein synthesis is fundamental to understanding where life came from,” Powner says.
“Our study is a big step towards this goal, showing how RNA might have first come to control protein synthesis.”
Many attempts have been made to replicate the natural coalescence of amino acids and RNA. This process requires a high-energy mediator, and past studies have found that some highly reactive molecules are not fit for this purpose, since they tend to break down in water, leading the amino acids to react with each other rather than the RNA.
Led by chemist Jyoti Singh of University College London, the research team took their cues instead from biology. As a mediator, they tried a thioester, a high-energy, highly reactive compound that contains carbon, oxygen, hydrogen, and sulfur – four of the six elements that are thought to be vital to life.
Thioesters are known to play a key intermediary role in some biological processes, and are thought to have been abundant in the ‘primordial organic soup’. Some scientists believe their proliferation preceded the RNA world, known as the thioester world hypothesis.
In their simulated organic soup, the researchers found that thioester provided the necessary external energy to allow the amino acid to bind to the RNA – a pretty significant breakthrough that neatly unifies the two hypotheses.
“Our study unites two prominent origin of life theories – the ‘RNA world’, where self-replicating RNA is proposed to be fundamental, and the ‘thioester world’, in which thioesters are seen as the energy source for the earliest forms of life,” Powner says.
To be clear, we’re still quite far from having a detailed, comprehensive understanding of the origins of life. The new research shows that it’s possible these components can come together with a high-energy mediator; the next step is to see if RNA will preferentially bind to the specific amino acids that would facilitate the emergence of genetic code.
“Imagine the day that chemists might take simple, small molecules, consisting of carbon, nitrogen, hydrogen, oxygen, and sulphur atoms, and from these Lego pieces form molecules capable of self-replication. This would be a monumental step towards solving the question of life’s origin,” Singh says.
“Our study brings us closer to that goal by demonstrating how two primordial chemical Lego pieces (activated amino acids and RNA) could have built peptides, short chains of amino acids that are essential to life.”
The spontaneous coalescence of the molecules that led to life on primordial Earth, some 4 billion years ago, may have finally been observed in a laboratory.
Replicating the likely conditions of our newborn planet, chemists have joined together RNA and amino acids – the crucial first step that would eventually lead to the proliferation of living organisms that crawl all over Earth today.
The experimental work could yield important clues about the origins of one of the most important biological relationships: the one between nucleic acids and proteins.
Related: Building Blocks of Life Can Be Forged by ‘Dark Chemistry’ Far From Stars or Planets
“Life today uses an immensely complex molecular machine, the ribosome, to synthesize proteins. This machine requires chemical instructions written in messenger RNA, which carries a gene’s sequence from a cell’s DNA to the ribosome. The ribosome then, like a factory assembly line, reads this RNA and links together amino acids, one by one, to create a protein,” explains chemist Matthew Powner of University College London.
“We have achieved the first part of that complex process, using very simple chemistry in water at neutral pH to link amino acids to RNA. The chemistry is spontaneous, selective, and could have occurred on the early Earth.”
A complex process using biochemical machinery known as a ribosome ‘reads’ nucleic acid templates and produces proteins. (selvanegra/Getty Images/Canva)
Although we know that life must have wriggled its way out of Earth’s primordial ooze – after all, here we are – scientists are not as sure about how it happened. One growing school of thought invests in RNA as a self-replicating nucleic acid, which, thanks to its knack for also performing mechanical work, can catalyze other chemical reactions. This is known as the RNA world hypothesis.
Proteins cannot self-replicate; the instructions for their exact sequencing of amino acids are encoded in sequences of nucleic acid, such as RNA.
So while proteins play a necessary role in many biological processes, molecules of nucleic acid provide a crucial template for their production. Still, this means that the two molecular components would have needed to find a way to join together in the soggy, steamy conditions of early Earth.
“Life relies on the ability to synthesize proteins – they are life’s key functional molecules. Understanding the origin of protein synthesis is fundamental to understanding where life came from,” Powner says.
“Our study is a big step towards this goal, showing how RNA might have first come to control protein synthesis.”
Many attempts have been made to replicate the natural coalescence of amino acids and RNA. This process requires a high-energy mediator, and past studies have found that some highly reactive molecules are not fit for this purpose, since they tend to break down in water, leading the amino acids to react with each other rather than the RNA.
Led by chemist Jyoti Singh of University College London, the research team took their cues instead from biology. As a mediator, they tried a thioester, a high-energy, highly reactive compound that contains carbon, oxygen, hydrogen, and sulfur – four of the six elements that are thought to be vital to life.
Thioesters are known to play a key intermediary role in some biological processes, and are thought to have been abundant in the ‘primordial organic soup’. Some scientists believe their proliferation preceded the RNA world, known as the thioester world hypothesis.
In their simulated organic soup, the researchers found that thioester provided the necessary external energy to allow the amino acid to bind to the RNA – a pretty significant breakthrough that neatly unifies the two hypotheses.
“Our study unites two prominent origin of life theories – the ‘RNA world’, where self-replicating RNA is proposed to be fundamental, and the ‘thioester world’, in which thioesters are seen as the energy source for the earliest forms of life,” Powner says.
To be clear, we’re still quite far from having a detailed, comprehensive understanding of the origins of life. The new research shows that it’s possible these components can come together with a high-energy mediator; the next step is to see if RNA will preferentially bind to the specific amino acids that would facilitate the emergence of genetic code.
“Imagine the day that chemists might take simple, small molecules, consisting of carbon, nitrogen, hydrogen, oxygen, and sulphur atoms, and from these Lego pieces form molecules capable of self-replication. This would be a monumental step towards solving the question of life’s origin,” Singh says.
“Our study brings us closer to that goal by demonstrating how two primordial chemical Lego pieces (activated amino acids and RNA) could have built peptides, short chains of amino acids that are essential to life.”
The moon is appearing bigger and brighter to us every night right now. This is due to where we are in the lunar cycle.
The lunar cycle is a series of eight unique phases of the moon’s visibility. The whole cycle takes about 29.5 days, according to NASA, and these different phases happen as the Sun lights up different parts of the moon whilst it orbits Earth.
So, let’s see what’s happening with the moon tonight, Sept. 2.
What is today’s moon phase?
As of Tuesday, Sept. 2, the moon phase is Waxing Gibbous, and 72% will be lit up to us on Earth, according to NASA’s Daily Moon Observation.
We’re getting closer and closer to the Full Moon, and with each night there’s more and more to see on the moon’s surface. Tonight with no visual aids, you’ll see the Mare Imbrium, Mare Serenitatis, and the Mare Vaporum. With binoculars, you’ll also get a glimpse of the Clavius Crater, the Alphonsus Crater, and the Apennine Mountains. If you have a telescope too, enjoy glimpses of the Apollo 12, Apollo 17, and the Rima Ariadaeus.
When is the next full moon?
The next full moon will be on Sept. 7. The last full moon was on Aug. 9.
What are moon phases?
According to NASA, moon phases are caused by the 29.5-day cycle of the moon’s orbit, which changes the angles between the Sun, Moon, and Earth. Moon phases are how the moon looks from Earth as it goes around us. We always see the same side of the moon, but how much of it is lit up by the Sun changes depending on where it is in its orbit. This is how we get full moons, half moons, and moons that appear completely invisible. There are eight main moon phases, and they follow a repeating cycle:
Mashable Light Speed
New Moon – The moon is between Earth and the sun, so the side we see is dark (in other words, it’s invisible to the eye).
Waxing Crescent – A small sliver of light appears on the right side (Northern Hemisphere).
First Quarter – Half of the moon is lit on the right side. It looks like a half-moon.
Waxing Gibbous – More than half is lit up, but it’s not quite full yet.
Full Moon – The whole face of the moon is illuminated and fully visible.
Waning Gibbous – The moon starts losing light on the right side.
Last Quarter (or Third Quarter) – Another half-moon, but now the left side is lit.
Waning Crescent – A thin sliver of light remains on the left side before going dark again.
Astronauts aboard China’s Tiangong space station have, for the first time, produced oxygen and ingredients for rocket fuel in orbit using “artificial photosynthesis” technology, in a breakthrough that could support long-term human presence beyond Earth.
In January 2025, the Shenzhou-19 crew carried out 12 experiments in a drawer-sized device using semiconductor catalysts to convert carbon dioxide and water into oxygen and hydrocarbons, state media and the China Manned Space (CMS) agency said.
The results mark the first in-orbit demonstration of the process, which mimics plant photosynthesis but functions at room temperature and normal pressure, reducing energy consumption compared with conventional systems, reports NDTV.
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Researchers successfully generated ethylene, a hydrocarbon that can be used as rocket fuel, paving the way for sustained crewed missions, including China’s goal of landing astronauts on the moon before 2030, the South China Morning Post reported.
The experiments also examined gas transport and separation in microgravity and real-time detection of reaction products. Adjusting catalysts could enable the system to produce other fuels such as methane, CMS said.
“Artificial photosynthesis uses engineered physical and chemical methods to replicate how plants process carbon dioxide, producing oxygen and fuels in confined or extraterrestrial environments,” state broadcaster CCTV said.
Current life-support systems, such as those aboard the International Space Station, rely on splitting water with electricity from solar panels. While effective, this consumes nearly a third of the station’s energy, according to a 2023 study led by Katharina Brinkert of the University of Bremen.
By contrast, China’s technology could make long-duration space missions more viable by cutting energy costs and creating locally sourced propellant.
Macrophages are part of the immune system’s frontline; they attack and eat invaders to protect surrounding cells. They, along with other cells, maintain intracellular conditions through macroautophagy, using autophagosomes to help digest broken cell components.
The discovery of its molecular mechanism led researcher Dr. Yoshinori Ohsumi to be awarded the Nobel Prize. However, new findings show that internal recycling can take place through a different method entirely, bypassing the macroautophagy process.
In a study published in August 30th, 2025 in the journal Nature Communications, researchers from The University of Osaka have revealed that macrophages can directly engulf and digest damaged mitochondria and other organelles using a process called microautophagy. Unlike traditional recycling pathways, which can be complex, this shortcut allows lysosome-like compartments inside macrophages to take in broken cell components directly.
Macroautophagy has been extensively studied, but microautophagy is not understood as extensively. We found that this process seems to play a more prominent role than macroautophagy, at least in mitochondria degradation in macrophage due to its lower energy demand.”
Shiou-Ling Lu, Study Lead Author and Assistant Professor, The University of Osaka
To do this, the researchers examined lysosome-related organelles, which share traits with lysosomes, membrane-bound organelles that contains enzymes to break down other cells. These lysosome-related organelles were present in macrophages exposed to a mitochondria-damaging chemical.
They found that the damaged mitochondria could be directly engulfed by these lysosome-like organelles, independent of macroautophagy pathways, bypassing the need to digest broken cell components first. Proteins and lipids such as Rab32 GTPase, phosphatidylinositol 3,5-bisphosphates, ubiquitin, and p62/SQSTM1 were found to be crucial for regulating this type of degradation. These proteins and lipids have their own roles in the process, including prompting the beginnings of ubiquitination, and ensuring that certain damaged components are engulfed.
“Our findings reveal that macrophages have an underappreciated way to recycle their own damaged parts, and this process directly shapes how they function,” added senior author, Takeshi Noda.
This mitochondrial cleanup is more than housekeeping; by removing damaged mitochondria, macrophages rewire their metabolism toward glycolysis, which fuels a shift into the M1 state: an activated, inflammation-ready mode critical for fighting infection. When researchers knocked out Rab32/38, macrophages lost much of this ability, showing how central microautophagy is to their immune regulation.
This study highlights the diverse and versatile protein degradation systems that work together to coordinate cellular physiology, influencing immune system function. The team suggest that further research would be beneficial for the field, to understand how this process of microautophagy is incorporated into other cellular processes.
Source:
Journal reference:
Lu, S.-L., et al. (2025). Evidence that mitochondria in macrophages are destroyed by microautophagy. Nature Communications. doi.org/10.1038/s41467-025-63531-x
The Higgs boson gives particles mass, but its links to the lighter quarks are still largely untested. CMS has now hunted for Higgs decays to charm quarks in rare events produced with top-quark pairs, using advanced machine learning to tease out subtle jet signatures. The analysis sets the strongest limits yet on the Higgs–charm interaction, tightening how much the Standard Model can hide. Credit: Shutterstock
CMS employed machine learning to probe rare Higgs decays into charm quarks. The search produced the most stringent limits so far.
The Higgs boson, first observed at the Large Hadron Collider (LHC) in 2012, is a cornerstone of the Standard Model of particle physics.
Through its interactions, it gives fundamental particles such as quarks their mass. Interactions between the Higgs boson and the heaviest “third-generation” quarks—the top and bottom quarks—have already been confirmed and shown to align with Standard Model predictions.
However, studying how the Higgs couples to lighter quarks remains much more difficult. Its interactions with “second-generation” quarks, like the charm quark, and “first-generation” quarks, the up and down quarks that form the nuclei of atoms, are still largely untested. This leaves open the key question of whether the Higgs boson is responsible for giving mass to the very quarks that make up everyday matter.
CMS reports first charm decay search
To explore these interactions, physicists examine how the Higgs boson decays into other particles or is produced alongside them in high-energy proton–proton collisions at the LHC. At a recent CERN seminar, the CMS collaboration presented the first search for a Higgs boson decaying into two charm quarks in events where the Higgs is produced together with a pair of top quarks. By applying advanced artificial intelligence methods, the team achieved the strongest limits so far on the strength of the Higgs boson’s interaction with the charm quark.
CMS cavern, view of the detector with EndCap in open position. Credit: CERN
Producing a Higgs boson along with a top-quark pair, and then observing it decay into two quarks, is both an uncommon event at the LHC and one that is especially challenging to identify. Quarks almost instantly generate narrow sprays of hadrons, called “jets,” which travel only a short distance before decaying further. This makes it very hard to separate jets that originate from charm quarks in Higgs decays from those created by other quark types. Conventional jet identification techniques, known as “tagging,” are not efficient at recognizing charm jets, driving the need for more sophisticated approaches to improve discrimination.
“This search required a paradigm shift in analysis techniques,” explains Sebastian Wuchterl, a research fellow at CERN. “Because charm quarks are harder to tag than bottom quarks, we relied on cutting-edge machine-learning techniques to separate the signal from backgrounds.”
Neural networks for jet recognition
The CMS team addressed two central challenges by applying machine-learning techniques. The first involved detecting charm jets, which they approached using a graph neural network specifically designed for this task. The second challenge was separating genuine Higgs boson events from background collisions, handled with a transformer network—the same family of models that underlies ChatGPT, but here adapted to classify particle events rather than generate text. To train the charm-tagging system, researchers used hundreds of millions of simulated jets, enabling the algorithm to identify charm jets with much greater precision.
Using data collected from 2016 to 2018, combined with the results from previous searches for the decay of the Higgs boson into charm quarks via other processes, the CMS team set the most stringent limits yet on the interaction between the Higgs boson and the charm quark, reporting an improvement of around 35% compared to previous constraints. This places significant bounds on potential deviations from the Standard Model prediction.
Next steps at the LHC
“Our findings mark a major step,” says Jan van der Linden, a postdoctoral researcher at Ghent University. “With more data from upcoming LHC runs and improved analysis techniques, we may gain direct insight into the Higgs boson’s interaction with charm quarks at the LHC—a task that was thought impossible a few years ago.”
As the LHC continues to collect data, refinements in charm tagging and Higgs boson event classification could eventually allow CMS, and its companion experiment ATLAS, to confirm the Higgs boson’s decay into charm quarks. This would be a major step towards a complete understanding of the Higgs boson’s role in the generation of mass for all quarks and provide a crucial test of the 50-year-old Standard Model.
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UC Irvine physicists have discovered a new phase of quantum matter with unusual electron-hole pairings. The material’s resilience to radiation hints at breakthroughs in quantum technologies and future space-ready computers. (Artist’s concept). Credit: SciTechDaily.com
UC Irvine scientists identified a novel quantum state with potential for energy-efficient devices. Its radiation resistance makes it particularly valuable for space missions.
Researchers at the University of California, Irvine have identified a previously unknown state of quantum matter. According to the team, this discovery could pave the way for computers that recharge themselves and withstand the extreme conditions of deep space exploration.
“It’s a new phase of matter, similar to how water can exist as liquid, ice, or vapor,” said Luis A. Jauregui, professor of physics & astronomy at UC Irvine and corresponding author of the new Physical Review Letters. “It’s only been theoretically predicted – no one has ever measured it until now.”
The phase behaves like a fluid formed by electrons and their counterparts, known as “holes,” which spontaneously pair together to create exotic structures called excitons. In a surprising twist, both electrons and holes rotate in the same direction. “It’s its own new thing,” Jauregui said. “If we could hold it in our hands, it would glow a bright, high-frequency light.”
Materials and experimental conditions
The phase was detected in a material engineered at UC Irvine by postdoctoral researcher Jinyu Liu, the study’s first author. Jauregui and his colleagues confirmed its existence using powerful magnetic fields at the Los Alamos National Laboratory (LANL) in New Mexico.
“If you want computers in space that are going to last, this is one way to make that happen,” Luis Jauregui says. Credit: Steve Zylius / UC Irvine
To generate this unusual quantum state, the researchers exposed the material—hafnium pentatelluride—to an intense magnetic field of up to 70 Teslas. (For comparison, a strong refrigerator magnet produces about 0.1 Teslas.) Under these conditions, the material revealed its transformation into the new quantum phase.
Implications for future technology
Jauregui explained that, as his team applied the magnetic field, the “material’s ability to carry electricity suddenly drops, showing that it has transformed into this exotic state,” he said. “This discovery is important because it may allow signals to be carried by spin rather than electrical charge, offering a new path toward energy-efficient technologies like spin-based electronics or quantum devices.”
Unlike conventional materials used in electronics, this new quantum matter isn’t affected by any form of radiation, which makes it an ideal candidate for space travel.
“It could be useful for space missions,” Jauregui said. “If you want computers in space that are going to last, this is one way to make that happen.”
Companies like SpaceX are planning human-piloted space flight to Mars, and to do that effectively, you need computers that can withstand prolonged periods of exposure to radiation.
“We don’t know yet what possibilities will open as a result,” Jauregui said.
Reference: “Possible Spin-Triplet Excitonic Insulator in the Ultraquantum Limit of HfTe5” by Jinyu Liu, Varsha Subramanyan, Robert Welser, Timothy McSorley, Triet Ho, David Graf, Michael T. Pettes, Avadh Saxena, Laurel E. Winter, Shi-Zeng Lin and Luis A. Jauregui, 22 July 2025, Physical Review Letters. DOI: 10.1103/bj2n-4k2w
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