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Astronomy

Unveiling the Secrets of Intermediate-Mass Black Holes

A series of studies sheds light on the origins and characteristics of intermediate-mass black holes.

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The world of black holes has long been divided into three categories: stellar-mass black holes (about five to 50 times the mass of the sun), supermassive black holes (millions to billions of times the mass of the sun), and intermediate-mass black holes with masses somewhere in between. While we know that intermediate-mass black holes should exist, little is known about their origins or characteristics – they are considered the rare “missing links” in black hole evolution.

However, four new studies have shed new light on this mystery. The research was led by a team in the lab of Assistant Professor Karan Jani, who also serves as the founding director of the Vanderbilt Lunar Labs Initiative. The work was funded by the National Science Foundation and the Vanderbilt Office of the Vice Provost for Research and Innovation.

The primary paper, “Properties of ‘Lite’ Intermediate-Mass Black Hole Candidates in LIGO-Virgo’s Third Observing Run,” was published in Astrophysical Journal Letters and led by Lunar Labs postdoctoral fellow Anjali Yelikar and astrophysics Ph.D. candidate Krystal Ruiz-Rocha. The team reanalyzed data from the Nobel-Prize winning Laser Interferometer Gravitational-Wave Observatory (LIGO) detectors in the U.S. and the Virgo detector in Italy.

The researchers found that these waves corresponded to mergers of black holes greater than 100 to 300 times the mass of the sun, making them the heaviest gravitational-wave events recorded in astronomy. “Black holes are the ultimate cosmic fossils,” Jani said. “The masses of black holes reported in this new analysis have remained highly speculative in astronomy. This new population of black holes opens an unprecedented window into the very first stars that lit up our universe.”

Earth-based detectors like LIGO capture only a split second of the final collision of these “lightweight” intermediate-mass black holes, making it challenging to determine how the universe creates them. To tackle this, Jani’s lab turned to the upcoming European Space Agency and NASA’s Laser Interferometer Space Antenna (LISA) mission, launching in the late 2030s.

In two additional studies published in Astrophysical Journal, “A Sea of Black Holes: Characterizing the LISA Signature for Stellar-origin Black Hole Binaries,” led by Ruiz-Rocha, and “A Tale of Two Black Holes: Multiband Gravitational-wave Measurement of Recoil Kicks,” led by former summer research intern Shobhit Ranjan, the team showed LISA can track these black holes years before they merge, shedding light on their origin, evolution, and fate.

Detecting gravitational waves from black hole collisions requires extreme precision – like trying to hear a pin drop during a hurricane. In a fourth study also published in Astrophysical Journal, “No Glitch in the Matrix: Robust Reconstruction of Gravitational Wave Signals under Noise Artifacts,” the team showcased how artificial intelligence models guarantee that signals from these black holes remain uncorrupted from environmental and detector noise in the data. The paper was led by postdoctoral fellow Chayan Chatterjee and expands upon Jani’s AI for New Messengers Program, a collaboration with the Data Science Institute.

“We hope this research strengthens the case for intermediate-mass black holes as the most exciting source across the network of gravitational-wave detectors from Earth to space,” Ruiz-Rocha said. “Each new detection brings us closer to understanding the origin of these black holes and why they fall into this mysterious mass range.”

Moving forward, Yelikar said the team will explore how intermediate-mass black holes could be observed using detectors on the moon.

“Access to lower gravitational-wave frequencies from the lunar surface could allow us to identify the environments these black holes live in – something Earth-based detectors simply can’t resolve,” she said.

In addition to continuing this research, Jani will also be working with the National Academies of Sciences, Engineering, and Medicine on a NASA-sponsored study to identify high-value lunar destinations for human exploration to address decadal-level science objectives. As part of his participation in this study, Jani will be contributing to the Panel on Heliophysics, Physics, and Physical Science, to identify and articulate the science objectives related to solar physics, space weather, astronomy, and fundamental physics that would be most enabled by human explorers on the moon.

“This is an exciting moment in history – not just to study black holes, but to bring scientific frontiers together with the new opportunity of training the next generation of students whose discoveries will be shaped by, and made from, the moon,” Jani said.

Astronomy

A Cosmic Masterpiece Revealed: The Sculptor Galaxy Unveiled in Thousands of Colors

Astronomers have produced the most detailed map yet of the Sculptor Galaxy, revealing hundreds of previously unseen celestial features in stunning color and resolution. By combining over 50 hours of observations using the European Southern Observatory s Very Large Telescope, scientists captured a full-spectrum portrait that unravels the galaxy s stellar makeup in thousands of colors. This revolutionary technique offers an unprecedented look at the age, composition, and motion of stars and gas across the galaxy s vast 65,000-light-year span. Among the highlights are 500 newly identified planetary nebulae, glowing remnants of dying stars, which help pinpoint the galaxy s distance and open new windows into galactic evolution.

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Astronomers have created a galactic masterpiece: an ultra-detailed image that reveals previously unseen features in the Sculptor Galaxy. Using the European Southern Observatory’s Very Large Telescope (ESO’s VLT), they observed this nearby galaxy in thousands of colors simultaneously. By capturing vast amounts of data at every single location, they created a galaxy-wide snapshot of the lives of stars within Sculptor.

“Galaxies are incredibly complex systems that we are still struggling to understand,” says ESO researcher Enrico Congiu, who led a new Astronomy & Astrophysics study on Sculptor. Reaching hundreds of thousands of light-years across, galaxies are extremely large, but their evolution depends on what’s happening at much smaller scales.

“The Sculptor Galaxy is in a sweet spot,” says Congiu. “It is close enough that we can resolve its internal structure and study its building blocks with incredible detail, but at the same time, big enough that we can still see it as a whole system.”

A galaxy’s building blocks — stars, gas and dust — emit light at different colors. Therefore, the more shades of color there are in an image of a galaxy, the more we can learn about its inner workings. While conventional images contain only a handful of colors, this new Sculptor Galaxy image is rendered in thousands of colors, revealing intricate details that would have been lost otherwise.

This extraordinary image not only showcases the beauty and complexity of the Sculptor Galaxy but also serves as a testament to human ingenuity and scientific curiosity. By pushing the boundaries of what we thought was possible with astronomical observations, researchers continue to expand our understanding of the cosmos and inspire new generations of scientists and space enthusiasts alike.

The European Southern Observatory (ESO) enables scientists worldwide to discover the secrets of the Universe for the benefit of all. We design, build and operate world-class observatories on the ground — which astronomers use to tackle exciting questions and spread the fascination of astronomy — and promote international collaboration for astronomy.

Established as an intergovernmental organisation in 1962, today ESO is supported by 16 Member States (Austria, Belgium, Czechia, Denmark, France, Finland, Germany, Ireland, Italy, the Netherlands, Poland, Portugal, Spain, Sweden, Switzerland and the United Kingdom), along with the host state of Chile and with Australia as a Strategic Partner.

ESO’s headquarters and its visitor centre and planetarium, the ESO Supernova, are located close to Munich in Germany, while the Chilean Atacama Desert, a marvelous place with unique conditions to observe the sky, hosts our telescopes. ESO operates three observing sites: La Silla, Paranal and Chajnantor.

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Astronomy

The Galactic Puzzle: Uncovering the Mystery of Massive Star Formation in the Milky Way’s Center

At the heart of our galaxy lies a cosmic puzzle: although the Galactic Center is packed with star-making material, massive stars form there surprisingly slowly. Using NASA’s retired SOFIA observatory, scientists captured rare high-resolution infrared views that revealed dozens of new stars being born, but not in the numbers or sizes one might expect.

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The Milky Way’s central region has long been a subject of fascination for astronomers, but recent research led by Dr. James De Buizer at the SETI Institute and Dr. Wanggi Lim at IPAC at Caltech has revealed a surprising finding: massive star formation is occurring in this area at a lower rate than expected. The study primarily relied on observations from NASA’s retired SOFIA airborne observatory, focusing on three star-forming regions – Sgr B1, Sgr B2, and Sgr C – located at the heart of the Galaxy.

Contrary to previous assumptions that star formation is likely depressed near the Galactic Center, these areas have been found to produce stars with relatively low masses. Despite their dense clouds of gas and dust, conditions typically conducive to forming massive stars, these regions struggle to create such high-mass stars. Furthermore, they appear to lack sufficient material for continued star formation, suggesting that only one generation of stars is produced.

The researchers discovered over 60 presently-forming massive stars within the Galactic Center regions, but found that these areas formed fewer stars and topped out at lower stellar masses than similar-sized regions elsewhere in the Galaxy. The team’s study also suggested that extreme conditions in the Galactic Center, such as its rapid rotation and interaction with older stars and material falling towards the black hole, might be inhibiting gas clouds from forming stars.

However, Sgr B2 was found to be an exception among the studied areas, maintaining a reservoir of dense gas and dust despite having an unusually low rate of present massive star formation. The researchers proposed that this region may represent a new category of stellar nursery or challenge traditional assumptions about giant H II regions hosting massive star clusters.

The study’s findings have significant implications for our understanding of star formation in the Milky Way, highlighting the importance of continued research into the complex dynamics at play within the Galactic Center.

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Astronomy

Unlocking Secrets of the Cosmos: AI Reveals Milky Way’s Black Hole Spins at Near Top Speed

AI has helped astronomers crack open some of the universe s best-kept secrets by analyzing massive datasets about black holes. Using over 12 million simulations powered by high-throughput computing, scientists discovered that the Milky Way’s central black hole is spinning at nearly maximum speed. Not only did this redefine theories about black hole behavior, but it also showed that the emission is driven by hot electrons in the disk, not jets, challenging long-standing models.

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The research team leveraged high-throughput computing capabilities provided by the Center for High Throughput Computing (CHTC) to automate computing tasks across a network of thousands of computers. This innovation allowed them to analyze millions of simulations, making it possible to extract new insights from the data behind the Event Horizon Telescope images of black holes.

The neural network was trained on synthetic data files generated by CHTC, enabling the researchers to make a better comparison between the EHT data and models. The analysis revealed that the emission near the black hole is mainly caused by extremely hot electrons in the surrounding accretion disk, rather than a jet. Additionally, the magnetic fields in the accretion disk appear to behave differently from usual theories of such disks.

Lead researcher Michael Janssen stated that defying prevailing theory is exciting but sees their AI and machine learning approach as a first step towards further improvement and extension of associated models and simulations. The research has significant implications for our understanding of black holes and the cosmos, and it will be interesting to see how this knowledge evolves in the future.

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An international team of astronomers has made groundbreaking discoveries about the black hole at the center of our Milky Way using a neural network. By analyzing millions of synthetic simulations generated by the Center for High Throughput Computing (CHTC), they found that the black hole is spinning at nearly top speed, with its rotation axis pointing towards Earth.

The research team published their findings in three papers in Astronomy & Astrophysics, providing new insights into the behavior of black holes. The neural network was trained on synthetic data files generated by CHTC, enabling the researchers to make a better comparison between the Event Horizon Telescope (EHT) data and models.

Previous studies by the EHT Collaboration used only a handful of realistic synthetic data files, but the Madison-based CHTC enabled the astronomers to feed millions of such data files into a so-called Bayesian neural network. This allowed them to extract as much information as possible from the data and make a more accurate comparison with the models.

The researchers found that the emission near the black hole is mainly caused by extremely hot electrons in the surrounding accretion disk, rather than a jet. Additionally, the magnetic fields in the accretion disk appear to behave differently from usual theories of such disks.

Lead researcher Michael Janssen stated that defying prevailing theory is exciting but sees their AI and machine learning approach as a first step towards further improvement and extension of associated models and simulations. The research has significant implications for our understanding of black holes and the cosmos, and it will be interesting to see how this knowledge evolves in the future.

The Event Horizon Telescope project performed more than 12 million computing jobs in the past three years, using the Open Science Pool operated by PATh. This pool offers computing capacity contributed by more than 80 institutions across the United States, making it an ideal platform for large-scale simulations like those used in this research.

Scientific papers referenced

* Deep learning inference with the Event Horizon Telescope I: Calibration improvements and a comprehensive synthetic data library. By: M. Janssen et al. In: Astronomy & Astrophysics, 6 June 2025.
* Deep learning inference with the Event Horizon Telescope II: The Zingularity framework for Bayesian artificial neural networks. By: M. Janssen et al. In: Astronomy & Astrophysics, 6 June 2025.
* Deep learning inference with the Event Horizon Telescope III: Zingularity results from the 2017 observations and predictions for future array expansions. By: M. Janssen et al. In: Astronomy & Astrophysics, 6 June 2025.

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