Mathematicians discover a completely new way to find prime numbers
For centuries, prime numbers have captured the imaginations of mathematicians, who continue to search for new patterns that help identify them and the way they're distributed among other numbers. Primes are whole numbers that are greater than 1 and are divisible by only 1 and themselves. The three smallest prime numbers are 2, 3 and 5. It's easy to find out if small numbers are prime — one simply needs to check what numbers can factor them. When mathematicians consider large numbers, however, the task of discerning which ones are prime quickly mushrooms in difficulty. Although it might be practical to check if, say, the numbers 10 or 1,000 have more than two factors, that strategy is unfavorable or even untenable for checking if gigantic numbers are prime or composite. For instance, the largest known prime number, which is 2136279841 − 1, is 41,024,320 digits long. At first, that number may seem mind-bogglingly large. Given that there are infinitely many positive integers of all different sizes, however, this number is minuscule compared with even larger primes.
Furthermore, mathematicians want to do more than just tediously attempt to factor numbers one by one to determine if any given integer is prime. "We're interested in the prime numbers because there are infinitely many of them, but it's very difficult to identify any patterns in them," says Ken Ono, a mathematician at the University of Virginia. Still, one main goal is to determine how prime numbers are distributed within larger sets of numbers.
Recently, Ono and two of his colleagues — William Craig, a mathematician at the U.S. Naval Academy, and Jan-Willem van Ittersum, a mathematician at the University of Cologne in Germany — identified a whole new approach for finding prime numbers. "We have described infinitely many new kinds of criteria for exactly determining the set of prime numbers, all of which are very different from 'If you can't factor it, it must be prime,'" Ono says. He and his colleagues' paper, published in the Proceedings of the National Academy of Sciences USA, was runner-up for a physical science prize that recognizes scientific excellence and originality. In some sense, the finding offers an infinite number of new definitions for what it means for numbers to be prime, Ono notes.
At the heart of the team's strategy is a notion called integer partitions. "The theory of partitions is very old," Ono says. It dates back to the 18th-century Swiss mathematician Leonhard Euler, and it has continued to be expanded and refined by mathematicians over time. "Partitions, at first glance, seem to be the stuff of child's play," Ono says. "How many ways can you add up numbers to get other numbers?" For instance, the number 5 has seven partitions: 4 + 1, 3 + 2, 3 + 1 + 1, 2 + 2 + 1, 2 + 1 + 1 + 1 and 1 + 1 + 1 + 1 + 1.
Yet the concept turns out to be powerful as a hidden key that unlocks new ways of detecting primes. "It is remarkable that such a classical combinatorial object — the partition function — can be used to detect primes in this novel way," says Kathrin Bringmann, a mathematician at the University of Cologne. (Bringmann has worked with Ono and Craig before, and she's currently van Ittersum's postdoctoral adviser, but she wasn't involved with this research.) Ono notes that the idea for this approach originated in a question posed by one of his former students, Robert Schneider, who's now a mathematician at Michigan Technological University.
Ono, Craig and van Ittersum proved that prime numbers are the solutions of an infinite number of a particular type of polynomial equation in partition functions. Named Diophantine equations after third-century mathematician Diophantus of Alexandria (and studied long before him), these expressions can have integer solutions or rational ones (meaning they can be written as a fraction). In other words, the finding shows that "integer partitions detect the primes in infinitely many natural ways," the researchers wrote in their PNAS paper.
George Andrews, a mathematician at Pennsylvania State University, who edited the PNAS paper but wasn't involved with the research, describes the finding as "something that's brand new" and "not something that was anticipated," making it difficult to predict "where it will lead."
Related: What is the largest known prime number?
The discovery goes beyond probing the distribution of prime numbers. "We're actually nailing all the prime numbers on the nose," Ono says. In this method, you can plug an integer that is 2 or larger into particular equations, and if they are true, then the integer is prime. One such equation is (3n3 − 13n2 + 18n − 8)M1(n) + (12n2 − 120n + 212)M2(n) − 960M3(n) = 0, where M1(n), M2(n) and M3(n) are well-studied partition functions. "More generally," for a particular type of partition function, "we prove that there are infinitely many such prime detecting equations with constant coefficients," the researchers wrote in their PNAS paper. Put more simply, "it's almost like our work gives you infinitely many new definitions for prime," Ono says. "That's kind of mind-blowing."
The team's findings could lead to many new discoveries, Bringmann notes. "Beyond its intrinsic mathematical interest, this work may inspire further investigations into the surprising algebraic or analytic properties hidden in combinatorial functions," she says. In combinatorics — the mathematics of counting — combinatorial functions are used to describe the number of ways that items in sets can be chosen or arranged. "More broadly, it shows the richness of connections in mathematics," she adds. "These kinds of results often stimulate fresh thinking across subfields."
Bringmann suggests some potential ways that mathematicians could build on the research. For instance, they could explore what other types of mathematical structures could be found using partition functions or look for ways that the main result could be expanded to study different types of numbers. "Are there generalizations of the main result to other sequences, such as composite numbers or values of arithmetic functions?" she asks.
"Ken Ono is, in my opinion, one of the most exciting mathematicians around today," Andrews says. "This isn't the first time that he has seen into a classic problem and brought really new things to light."
RELATED STORIES
—Largest known prime number, spanning 41 million digits, discovered by amateur mathematician using free software
—'Dramatic revision of a basic chapter in algebra': Mathematicians devise new way to solve devilishly difficult equations
—Mathematicians just solved a 125-year-old problem, uniting 3 theories in physics
There remains a glut of open questions about prime numbers, many of which are long-standing. Two examples are the twin prime conjecture and Goldbach's conjecture. The twin prime conjecture states that there are infinitely many twin primes — prime numbers that are separated by a value of two. The numbers 5 and 7 are twin primes, as are 11 and 13. Goldbach's conjecture states that "every even number bigger than 2 is a sum of two primes in at least one way," Ono says. But no one has proven this conjecture to be true.
"Problems like that have befuddled mathematicians and number theorists for generations, almost throughout the entire history of number theory," Ono says. Although his team's recent finding doesn't solve those problems, he says, it's a profound example of how mathematicians are pushing boundaries to better understand the mysterious nature of prime numbers.
This article was first published at Scientific American. © ScientificAmerican.com. All rights reserved. Follow on TikTok and Instagram, X and Facebook.
Hashtags

Try Our AI Features
Explore what Daily8 AI can do for you:
Comments
No comments yet...
Related Articles
Yahoo
an hour ago
- Yahoo
Veteran Inventor Announces New Air Purification System That Splits CO₂, Produces Oxygen, and May Support Health and Ozone Recovery
Veteran-led innovation introduces a multi-functional air filter system using Conducted Direct Current (CDC) to address environmental and wellness concerns Seminole, FLORIDA , July 20, 2025 (GLOBE NEWSWIRE) -- Clean Air Electric Filter announces the launch of its Conducted Direct Current (CDC) air purification system, a technology developed over 12 years by disabled American veteran Gal Joe Nahum. The system is designed to split carbon dioxide (CO₂) into carbon and oxygen, generate ozone through negative ions, and may offer additional wellness benefits, including support for nutrient absorption. Gal Joe Nahum Photo The CDC filtration system works by passing direct current through the air, targeting CO₂ molecules. As the air flows through the unit, the current splits the carbon from the oxygen atoms. Carbon is internally collected, and purified oxygen is released, contributing to cleaner indoor and outdoor environments. A unique feature of this system is its generation of negative ions (–ions). These ions are naturally found in environments like waterfalls, where the friction of water hitting air produces a charge. 'Negative ions bind to positively charged particles, such as dust and pollutants, pulling them to the ground and purifying the air,' said Gal Joe. Nahum. 'If they reach the upper atmosphere, they may convert into ozone. Given the ozone depletion over Antarctica, restoring this layer is a priority for global health.' Beyond air purification, Gal Joe Nahum suggests the CDC technology may also have future use in health and wellness. 'There is a theory that this technology could assist the body in absorbing essential nutrients like vitamin D and calcium, potentially benefiting bones, nails, and teeth,' he noted. While this aspect remains under exploration, the concept reflects Nahum's commitment to broader applications for public benefit. The system is also being paired with a renewable energy source. Nahum is developing a transformer that harvests atmospheric energy, such as lightning and thunder, and converts it into direct current, allowing the filtration system to operate sustainably off-grid. Gal Joe Nahum, who served during the Desert Storm conflict, has dedicated over a decade of his life to the development of this technology. However, his efforts have not always been met with support. 'I came to NASA with this technology in good faith, hoping to collaborate,' he said. 'But I was dismissed simply because I wasn't part of the system. They forgot that some of the greatest innovators, like the Wright brothers, didn't have formal credentials. Without them, NASA wouldn't even exist.' His work is also chronicled in his book, which explores his scientific innovations and space-related concepts. Learn more at Gal Joe Nahum Clean Air Electric Filter galnahum1971@ in retrieving data Sign in to access your portfolio Error in retrieving data Error in retrieving data Error in retrieving data Error in retrieving data
Yahoo
2 hours ago
- Yahoo
What The Astronomer CEO Allegedly Said After Being Caught On Kiss Cam
A romantic moment quickly turned into viral chaos after the CEO of a billion-dollar artificial intelligence startup was caught on the venue's kiss cam, snuggled up with his Chief People Officer. As The Blast reported, Andrew Byron, the CEO of AI company Astronomer, was attending a Coldplay concert at Gillette Stadium in Boston on Tuesday night when the camera panned to him sitting with his arm wrapped around co-worker Kristin Cabot. The moment, captured in real-time for thousands to see on the stadium's massive screen, left both executives visibly stunned, and has since gone viral. CEO's Reaction Goes Viral After Kiss Cam Captures Cozy Moment With HR Director According to the Daily Mail, Byron appeared to exclaim, "F-cking hell, it's me," upon realizing they were live on the big screen. Cabot responded with a calmer, yet equally telling, "This is awkward," as the pair quickly turned away from the camera. Coldplay frontman Chris Martin didn't miss a beat, cheekily addressing the moment onstage, 'Oh look at these two! Oh what? Either they're having an affair, or they're just very shy.' The viral video sent the internet into a frenzy, with viewers quick to note the body language and awkward retreat. Making matters murkier, public records suggest both Byron and Cabot are married, but not to each other. Each appears to live at a different address than their respective spouses. The viral kiss cam moment has officially broken the internet, sparking a flood of memes, jokes, and cheeky commentary across social media. From sarcastic takes on "company culture" to GIFs of Chris Martin's perfectly timed reaction, users can't stop roasting the alleged office romance. As the clip continues to rack up millions of views, it's clear this surprise concert cameo has become the internet's latest obsession. Just Days Before Kiss Cam Chaos, CEO Praised 'Huge Opportunity' On NYSE TV Byron, who joined Astronomer as CEO in 2023, has helped lead the generative AI firm through explosive growth, with the company's flagship platform, Astro, reportedly seeing a 292% increase in revenue last year. The company, valued at over $1 billion, boasts clients like Uber, LinkedIn, and Ford, and recently celebrated a $93 million Series D funding round. Just last week, Byron appeared on "NYSE TV" to promote Astronomer's achievements, calling the company's rise 'a huge opportunity' and 'very exciting.' Astronomer Launches Internal Investigation Into Viral Kiss Cam Moment In the wake of the viral Coldplay kiss cam incident, Astronomer has confirmed it is launching a formal internal investigation into the conduct of CEO Andrew Byron and Chief People Officer Kristin Cabot. In a statement shared to LinkedIn, the billion-dollar AI software company addressed the growing controversy, writing, 'Astronomer is committed to the values and culture that have guided us since our founding. Our leaders are expected to set the standard in both conduct and accountability.' The statement continued, 'The Board of Directors has initiated a formal investigation into this matter, and we will have additional details to share very shortly.' CEO Once Praised HR Chief's 'Passion For Collaboration' Back in November 2024, Byron praised Cabot's appointment to Chief People Officer in a glowing LinkedIn post, writing: 'Kristin's exceptional leadership and deep expertise in talent management, employee engagement, and scaling people strategies will be critical as we continue our rapid trajectory… her passion for fostering diverse, collaborative workplaces makes her a perfect fit for Astronomer.' Cabot Once Praised Astronomer's Culture And Leadership Vision Kristin Cabot also shared her enthusiasm about joining Astronomer as Chief People Officer, emphasizing her strategic approach to the role. 'I prefer to think of my role as people strategy versus traditional human resources, as the real magic happens when you align the people strategy with the business strategy,' she said at the time. Cabot also praised the company's leadership and values, highlighting her early conversations with CEO Andrew Byron. 'There are plenty of companies out there where a leadership team doesn't recognize the value that a strong people leader and people team can bring to a company,' she explained. 'It's not just about benefits or catered lunches. There's so much more to it, and I was energized in my conversations with Andy and the Astronomer leadership team about the opportunities that exist here.' Now, it's the 'collaboration' between the two executives that has the internet talking. Neither Astronomer nor the individuals involved have publicly addressed the viral moment. Solve the daily Crossword
Yahoo
2 hours ago
- Yahoo
Man dies after being pulled into an MRI by a metal chain he wore, police say
A man died last week after being pulled into an MRI machine by a 'large metallic chain' police said he was wearing around his neck – highlighting the importance of checking for any metallic objects before going near the powerful magnets used in the medical imaging machines. The 61-year-old died Thursday, a day after Nassau County police said he was pulled into the MRI machine at Nassau Open MRI in Westbury, New York, on Long Island. The victim was wearing 'a large metallic chain around his neck causing him to be drawn into the machine,' prompting an unspecified 'medical episode,' police said in a news release. The man's entry to the room 'while the scan was in progress' was not authorized, police said. He was taken to a hospital in critical condition before he was declared dead the following day. The investigation is ongoing, police said. Police have not identified the victim, but CNN affiliate News 12 Long Island reported his name was Keith McAllister, according to his wife, Adrienne Jones-McAllister. She told the station she was the one undergoing the MRI. 'He went limp in my arms,' Jones-McAllister said through tears. A person who answered the phone at Nassau Open MRI on Sunday said it had no comment. Used often for disease detection and diagnosis, MRI stands for Magnetic Resonance Imaging, according to the National Institute of Biomedical Imaging and Bioengineering. The technology relies in part on powerful magnets to stimulate protons within a patient, who is placed inside the machine, allowing doctors to capture detailed images of the patient's anatomy. That strong magnetic field, however, emanates beyond the MRI machine, posing a threat to those who might be wearing metallic objects or have them implanted. The magnets exert 'very powerful forces on objects of iron, some steels, and other magnetizable objects,' the scientific institute notes, with enough strength 'to fling a wheelchair across the room.' 'Turn this damn thing off!' Jones-McAllister was getting an MRI on her knee, she told News 12, and needed help getting up afterwards. She said she asked the MRI technician to retrieve her husband for assistance. 'I yelled out Keith's name, 'Keith, Keith, come help me up,'' Jones-McAllister said. According to News 12, Jones-McAllister said her husband was wearing around his neck a 20-pound chain with a large lock he used for weight training. 'At that instant, the machine switched him around, pulled him in, and he hit the MRI,' Jones-McAllister said. She said she and the technician tried to pry her husband away from the machine. 'I'm saying, 'Could you turn off the machine? Call 911. Do something. Turn this damn thing off!'' Accident underscores risks Because of the risks posed by an MRI machine's magnetic field, patients are urged to notify their doctors about any medical implants prior to an MRI, in case they contain any metallic materials. Pacemakers, insulin pumps and cochlear implants are all examples of implants that the NIBIB says should under no circumstances enter an MRI machine. But items outside the machine pose risks as well, as last week's tragedy in Westbury demonstrated. Anything magnetic – from something as small as keys, to something as large (or larger) than an oxygen tank – can become a projectile, threatening the safety of anyone nearby. 'Metal in a room that has the magnet will fly across the room to the scanner, to this large magnet, and will really hit anything in its way,' Dr. Rebecca Smith-Bindman, a radiologist, told CNN in 2011. 'So within radiology training, one learns very early that that's not OK, that you can't have external metal in the room, and you can't have metal in the patient,' she said. 'That could lead to a problem.' These accidents have happened in the past: In 2001, a 6-year-old boy was killed during an MRI at a hospital in Valhalla, New York, after a metal oxygen tank flew across the room when the machine's electromagnet turned on. The magnetized tank struck the child, who died of blunt force trauma injuries. These events are rare, according to the US Food and Drug Administration. Still, '(c)areful screening of people and objects entering the MR environment is critical to ensure nothing enters the magnet area that may become a projectile,' the agency says. Solve the daily Crossword