* . *
  • About
  • Advertise
  • Privacy & Policy
  • Contact
Thursday, June 26, 2025
Earth-News
  • Home
  • Business
  • Entertainment
    George Lopez is coming to Spokane – KXLY.com

    George Lopez is coming to Spokane – KXLY.com

    Netflix unveils Dallas immersive venue for fans of hit shows like ‘Squid Game,’ ‘Stranger Things’ – Houston Chronicle

    Step Inside Netflix’s New Dallas Immersive Experience Featuring Hits Like ‘Squid Game’ and ‘Stranger Things

    ‘Puttin’ on the Ritz’: Civic Players bring ‘Young Frankenstein’ to life – Yahoo

    Civic Players Deliver a Hilarious and Unforgettable Performance of ‘Young Frankenstein

    ‘Wheel of Fortune’: Amputee Wins $60,000 After Breaking Incredible ‘Curse’ – Hastings Tribune

    Wheel of Fortune’ Amputee Breaks Incredible ‘Curse’ to Win $60,000!

    North Star Sports & Entertainment Network: Coming soon – KTTC News

    North Star Sports & Entertainment Network: Coming soon – KTTC News

    Safety concerns in Deep Ellum create apprehension as the entertainment district gains visitors – CBS News

    Safety Concerns Surge Amid Deep Ellum’s Booming Popularity and Growing Crowds

  • General
  • Health
  • News

    Cracking the Code: Why China’s Economic Challenges Aren’t Shaking Markets, Unlike America’s” – Bloomberg

    Trump’s Narrow Window to Spread the Truth About Harris

    Trump’s Narrow Window to Spread the Truth About Harris

    Israel-Gaza war live updates: Hamas leader Ismail Haniyeh assassinated in Iran, group says

    Israel-Gaza war live updates: Hamas leader Ismail Haniyeh assassinated in Iran, group says

    PAP Boss to Niger Delta Youths, Stay Away from the Protest

    PAP Boss to Niger Delta Youths, Stay Away from the Protest

    Court Restricts Protests In Lagos To Freedom, Peace Park

    Court Restricts Protests In Lagos To Freedom, Peace Park

    Fans React to Jazz Jennings’ Inspiring Weight Loss Journey

    Fans React to Jazz Jennings’ Inspiring Weight Loss Journey

    Trending Tags

    • Trump Inauguration
    • United Stated
    • White House
    • Market Stories
    • Election Results
  • Science
  • Sports
  • Technology
    Frontdoor Announces Tech Expert Dr. Bala Ganesh as Chief Technology Officer – Business Wire

    Frontdoor Appoints Tech Visionary Dr. Bala Ganesh as New Chief Technology Officer

    Defense technology giant Northrop Grumman to host interviews in Iuka to fill technician roles – supertalk.fm

    Defense technology giant Northrop Grumman to host interviews in Iuka to fill technician roles – supertalk.fm

    China’s Military Introduces Mosquito-Sized Drones: A Game-Changing Surveillance Technology – Indian Defence Review

    China Unveils Mosquito-Sized Drones: Revolutionizing Surveillance Technology

    Marvell Technology Stock Rallies After AI Event Sparks Investor Optimism – Yahoo Finance

    Marvell Technology Stock Rallies After AI Event Sparks Investor Optimism – Yahoo Finance

    Promising Technology Stocks To Follow Today – June 22nd – MarketBeat

    Top Technology Stocks to Watch Today – June 22nd

    Technology Convergence Report 2025 – The World Economic Forum

    Technology Convergence Report 2025 – The World Economic Forum

    Trending Tags

    • Nintendo Switch
    • CES 2017
    • Playstation 4 Pro
    • Mark Zuckerberg
No Result
View All Result
  • Home
  • Business
  • Entertainment
    George Lopez is coming to Spokane – KXLY.com

    George Lopez is coming to Spokane – KXLY.com

    Netflix unveils Dallas immersive venue for fans of hit shows like ‘Squid Game,’ ‘Stranger Things’ – Houston Chronicle

    Step Inside Netflix’s New Dallas Immersive Experience Featuring Hits Like ‘Squid Game’ and ‘Stranger Things

    ‘Puttin’ on the Ritz’: Civic Players bring ‘Young Frankenstein’ to life – Yahoo

    Civic Players Deliver a Hilarious and Unforgettable Performance of ‘Young Frankenstein

    ‘Wheel of Fortune’: Amputee Wins $60,000 After Breaking Incredible ‘Curse’ – Hastings Tribune

    Wheel of Fortune’ Amputee Breaks Incredible ‘Curse’ to Win $60,000!

    North Star Sports & Entertainment Network: Coming soon – KTTC News

    North Star Sports & Entertainment Network: Coming soon – KTTC News

    Safety concerns in Deep Ellum create apprehension as the entertainment district gains visitors – CBS News

    Safety Concerns Surge Amid Deep Ellum’s Booming Popularity and Growing Crowds

  • General
  • Health
  • News

    Cracking the Code: Why China’s Economic Challenges Aren’t Shaking Markets, Unlike America’s” – Bloomberg

    Trump’s Narrow Window to Spread the Truth About Harris

    Trump’s Narrow Window to Spread the Truth About Harris

    Israel-Gaza war live updates: Hamas leader Ismail Haniyeh assassinated in Iran, group says

    Israel-Gaza war live updates: Hamas leader Ismail Haniyeh assassinated in Iran, group says

    PAP Boss to Niger Delta Youths, Stay Away from the Protest

    PAP Boss to Niger Delta Youths, Stay Away from the Protest

    Court Restricts Protests In Lagos To Freedom, Peace Park

    Court Restricts Protests In Lagos To Freedom, Peace Park

    Fans React to Jazz Jennings’ Inspiring Weight Loss Journey

    Fans React to Jazz Jennings’ Inspiring Weight Loss Journey

    Trending Tags

    • Trump Inauguration
    • United Stated
    • White House
    • Market Stories
    • Election Results
  • Science
  • Sports
  • Technology
    Frontdoor Announces Tech Expert Dr. Bala Ganesh as Chief Technology Officer – Business Wire

    Frontdoor Appoints Tech Visionary Dr. Bala Ganesh as New Chief Technology Officer

    Defense technology giant Northrop Grumman to host interviews in Iuka to fill technician roles – supertalk.fm

    Defense technology giant Northrop Grumman to host interviews in Iuka to fill technician roles – supertalk.fm

    China’s Military Introduces Mosquito-Sized Drones: A Game-Changing Surveillance Technology – Indian Defence Review

    China Unveils Mosquito-Sized Drones: Revolutionizing Surveillance Technology

    Marvell Technology Stock Rallies After AI Event Sparks Investor Optimism – Yahoo Finance

    Marvell Technology Stock Rallies After AI Event Sparks Investor Optimism – Yahoo Finance

    Promising Technology Stocks To Follow Today – June 22nd – MarketBeat

    Top Technology Stocks to Watch Today – June 22nd

    Technology Convergence Report 2025 – The World Economic Forum

    Technology Convergence Report 2025 – The World Economic Forum

    Trending Tags

    • Nintendo Switch
    • CES 2017
    • Playstation 4 Pro
    • Mark Zuckerberg
No Result
View All Result
Earth-News
No Result
View All Result
Home Science

AI Breakthrough in Detecting New Particles at the Large Hadron Collider

July 4, 2024
in Science
AI Breakthrough in Detecting New Particles at the Large Hadron Collider
Share on FacebookShare on Twitter

AI Helps Physicists Find New Particles

The ATLAS and CMS collaborations are using state-of-the-art machine learning techniques to search for exotic-looking collisions that could indicate new physics. Credit: S Sioni/CMS-PHO-EVENTS-2021-004-2/M Rayner

Artificial intelligence is revolutionizing how new particles are detected in LHC experiments.

By training AI to recognize and differentiate between typical and atypical jets, researchers can identify potential new physics hidden within particle collisions. Recent advancements were highlighted at a physics conference, showing the progress and potential of these AI applications.

One of the primary goals of the Large Hadron Collider (LHC) experiments is to look for signs of new particles, which could explain many of the unsolved mysteries in physics. Often, searches for new physics are designed to look for one specific type of new particle at a time, using theoretical predictions as a guide. But what about searching for unpredicted – and unexpected – new particles?

Sifting through the billions of collisions that occur in the LHC experiments without knowing exactly what to look for would be a mammoth task for physicists. So, instead of combing through the data and looking for anomalies, the ATLAS and CMS collaborations are letting artificial intelligence (AI) streamline the process.

AI Advancements in Particle Detection

At the Rencontres de Moriond conference on March 26, physicists from the CMS collaboration presented the latest results obtained by using various machine learning techniques to search for pairs of “jets.” These jets are collimated sprays of particles originating from strongly interacting quarks and gluons. They are particularly difficult to analyze, but they could be hiding new physics.

AI Detected Highly Anomalous CMS Event Display

Event display of one of the CMS events determined by the AI algorithm to be highly anomalous and therefore potentially coming from a new particle. Credit: CMS collaboration

Techniques in AI Training for Physics

Researchers at ATLAS and CMS use several strategies to train AI algorithms in their searches for jets. By studying the shape of their complex energy signatures, scientists can determine what particle created the jet. Using real collision data, physicists at both experiments are training their AI to recognise the characteristics of jets originating from known particles. The AI is then able to differentiate between these jets and atypical jet signatures, which potentially indicate new interactions. These would show up as an accumulation of atypical jets in the data set.

Another method involves instructing the AI algorithm to consider the entire collision event and look for anomalous features in the different particles detected. These anomalous features may indicate the presence of new particles. This technique was demonstrated in a paper released by ATLAS in July 2023, which featured one of the first uses of unsupervised machine learning in an LHC result. At CMS, a different approach involves physicists creating simulated examples of potential new signals and then tasking the AI with identifying collisions in the real data that are different to regular jets but resemble the simulation.

Machine Learning’s Impact on Particle Physics

In the latest results presented by CMS, each AI training method exhibited varying sensitivities to different types of new particles, and no single algorithm proved to be the best. The CMS team was able to limit the rate of production of several different types of particles that produce anomalous jets. They were also able to show that the AI-led algorithms significantly enhanced the sensitivity to a wide range of particle signatures in comparison to traditional techniques.

These results show how machine learning is revolutionizing the search for new physics. “We already have ideas about how to further improve the algorithms and apply them to different parts of the data to search for several kinds of particles,” says Oz Amram, from the CMS analysis team.

>>> Read full article>>>
Copyright for syndicated content belongs to the linked Source : SciTechDaily – https://scitechdaily.com/ai-breakthrough-in-detecting-new-particles-at-the-large-hadron-collider/

Tags: Breakthroughdetectingscience
Previous Post

Warning: New Study Reveals That High-Fat Foods Could Be Fueling Your Anxiety

Next Post

4-Star Justin Hill Commits to Alabama over Ohio State, USC, More; No. 4 Edge in 2025

House panel wrangles on rail safety technology – FreightWaves

House Panel Sparks Debate Over the Future of Rail Safety Technology

June 26, 2025
The Desert Sun unveils its Top Spring Athletes: History-makers and record-breakers – The Desert Sun

Meet This Spring’s Top Athletes: History-Makers and Record-Breakers Revealed!

June 26, 2025
HUD to move into the National Science Foundation headquarters, no current plan on where to relocate NSF employees – Government Executive

HUD to move into the National Science Foundation headquarters, no current plan on where to relocate NSF employees – Government Executive

June 25, 2025

Protecting the Boundless Future of U.S. Science: Tackling Tomorrow’s Challenges Today

June 25, 2025
LVMH’s Paris Olympics partnership wins Luxury and Lifestyle Grand Prix – Ad Age

LVMH Shines Bright with Luxury and Lifestyle Victory at Paris Olympics Partnership

June 25, 2025
Why the Strait of Hormuz, A Vital Oil Route, Is Vulnerable to Israel-Iran Conflict – The New York Times

Why the Strait of Hormuz, A Vital Oil Route, Is Vulnerable to Israel-Iran Conflict – The New York Times

June 25, 2025
Dying honey bees are threatening California’s economy. Can Central Valley lawmakers save them? – CalMatters

Dying honey bees are threatening California’s economy. Can Central Valley lawmakers save them? – CalMatters

June 25, 2025
Butler launches sports, entertainment institute focused on local events – Inside INdiana Business

Butler Launches Exciting New Sports and Entertainment Institute Spotlighting Local Events

June 25, 2025
Expert panel picked by RFK Jr. will scrutinize the vaccine schedule for kids – NPR

Expert panel picked by RFK Jr. will scrutinize the vaccine schedule for kids – NPR

June 25, 2025
What Is a Democratic Socialist? – The New York Times

What Is a Democratic Socialist? – The New York Times

June 25, 2025

Categories

Archives

June 2025
MTWTFSS
 1
2345678
9101112131415
16171819202122
23242526272829
30 
« May    
Earth-News.info

The Earth News is an independent English-language daily published Website from all around the World News

Browse by Category

  • Business (20,132)
  • Ecology (698)
  • Economy (717)
  • Entertainment (21,612)
  • General (15,566)
  • Health (9,756)
  • Lifestyle (722)
  • News (22,149)
  • People (719)
  • Politics (724)
  • Science (15,935)
  • Sports (21,214)
  • Technology (15,702)
  • World (697)

Recent News

House panel wrangles on rail safety technology – FreightWaves

House Panel Sparks Debate Over the Future of Rail Safety Technology

June 26, 2025
The Desert Sun unveils its Top Spring Athletes: History-makers and record-breakers – The Desert Sun

Meet This Spring’s Top Athletes: History-Makers and Record-Breakers Revealed!

June 26, 2025
  • About
  • Advertise
  • Privacy & Policy
  • Contact

© 2023 earth-news.info

No Result
View All Result

© 2023 earth-news.info

No Result
View All Result

© 2023 earth-news.info

Go to mobile version