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Innovative Study Unveils New Insights into Asymmetric Particle Collisions

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credit: Nuclear Science and Techniques
Centrality dependence of model parameters y0a, y0A, σa and σA in p+Al, p+Au and 3He+Au collision at √sNN= GeV. The lines are the linear fit results to guide the eyes.
« Innovative Study Unveils New Insights into Asymmetric Particle Collisions

Newswise — A study is published in the journal of Nuclear Science and Techniques, researchers led by Prof. Hua Zheng from Shaanxi Normal University, heralding a significant breakthrough in high-energy particle physics. This study sheds new light on the behavior of particles in high-energy collisions, an area of research integral to deepening our understanding of the universe’s origins.

In this comprehensive study, the researchers implemented the Tsallis thermodynamics framework, utilizing the Tsallis distribution—a sophisticated extension of the Boltzmann-Gibbs distribution—to analyze the transverse momentum spectrum of particles in high-energy collisions. This innovative method considers particles detected in experiments as being produced by fireballs, which adhere to the Tsallis distribution, thereby providing a more detailed and nuanced understanding of particle dynamics in high-energy collision environments. Focusing on asymmetric collision systems, specifically p+Al, p+Au, and 3He+Au at 200 GeV, the team leveraged the fireball model rooted in Tsallis thermodynamics. This model proved effective in fitting the experimental data from these complex collision systems. A key aspect of the study was examining the total multiplicities of charged particles, particularly their relationship with the centrality of the collisions. The research also highlighted the significant impact of data quality, especially in terms of pseudo-rapidity distributions, on the overall findings. Further, the study delved deeply into the variations in fireball model parameters, analyzing how these parameters change with both the centrality and the size of the collision systems. This approach uncovered the intricate and complex dynamics characteristic of asymmetric collisions, contributing significantly to the field of high-energy particle physics.

This study’s findings confirm that the fireball model with Tsallis thermodynamics can be a universal framework to describe the pseudo-rapidity distribution of charged particles produced in asymmetric collision systems. The success of this model in fitting experimental data paves the way for more detailed studies into the complex dynamics of high-energy particle collisions. These insights are not only significant for theoretical physics but also have practical implications in particle accelerator experiments and the search for new elements and particles physics. The continued exploration of these complex systems will deepen our understanding of the universe’s fundamental processes.

References

DOI

10.1007/s41365-023-01334-9

Original Source URL

https://doi.org/10.1007/s41365-023-01334-9

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Funding information

The National Natural Science Foundation of China (11905120, 11947416);
The Natural Science Foundation of Sichuan Province (2023NSFSC1322);
The Natural Science Basic Research Plan in Shaanxi Province of China (2023-JC-YB-012);
The United States Department of Energy (DE-FG02-93ER40773);
The NNSA (DENA0003841 (CENTAUR)).

About Nuclear Science and Techniques

Nuclear Science and Techniques (NST) reports scientific findings, technical advances and important results in the fields of nuclear science and techniques. The aim of this periodical is to stimulate cross-fertilization of knowledge among scientists and engineers working in the fields of nuclear research.

Journal Link: Nuclear Science and Techniques

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From shrimp Jesus to fake self-portraits, AI-generated images have become the latest form of social media spam

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Many of the AI images generated by spammers and scammers have religious themes. immortal70/iStock via Getty Images

Renee DiResta, Stanford University; Abhiram Reddy, Georgetown University, and Josh A. Goldstein, Georgetown University

If you’ve spent time on Facebook over the past six months, you may have noticed photorealistic images that are too good to be true: children holding paintings that look like the work of professional artists, or majestic log cabin interiors that are the stuff of Airbnb dreams.

Others, such as renderings of Jesus made out of crustaceans, are just bizarre.

Like the AI image of the pope in a puffer jacket that went viral in May 2023, these AI-generated images are increasingly prevalent – and popular – on social media platforms. Even as many of them border on the surreal, they’re often used to bait engagement from ordinary users.

Our team of researchers from the Stanford Internet Observatory and Georgetown University’s Center for Security and Emerging Technology investigated over 100 Facebook pages that posted high volumes of AI-generated content. We published the results in March 2024 as a preprint paper, meaning the findings have not yet gone through peer review.

We explored patterns of images, unearthed evidence of coordination between some of the pages, and tried to discern the likely goals of the posters.

Page operators seemed to be posting pictures of AI-generated babies, kitchens or birthday cakes for a range of reasons.

There were content creators innocuously looking to grow their followings with synthetic content; scammers using pages stolen from small businesses to advertise products that don’t seem to exist; and spammers sharing AI-generated images of animals while referring users to websites filled with advertisements, which allow the owners to collect ad revenue without creating high-quality content.

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Our findings suggest that these AI-generated images draw in users – and Facebook’s recommendation algorithm may be organically promoting these posts.

Generative AI meets scams and spam

Internet spammers and scammers are nothing new.

For more than two decades, they’ve used unsolicited bulk email to promote pyramid schemes. They’ve targeted senior citizens while posing as Medicare representatives or computer technicians.

On social media, profiteers have used clickbait articles to drive users to ad-laden websites. Recall the 2016 U.S. presidential election, when Macedonian teenagers shared sensational political memes on Facebook and collected advertising revenue after users visited the URLs they posted. The teens didn’t care who won the election. They just wanted to make a buck.

In the early 2010s, spammers captured people’s attention with ads promising that anyone could lose belly fat or learn a new language with “one weird trick.”

AI-generated content has become another “weird trick.”

It’s visually appealing and cheap to produce, allowing scammers and spammers to generate high volumes of engaging posts. Some of the pages we observed uploaded dozens of unique images per day. In doing so, they followed Meta’s own advice for page creators. Frequent posting, the company suggests, helps creators get the kind of algorithmic pickup that leads their content to appear in the “Feed,” formerly known as the “News Feed.”

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Much of the content is still, in a sense, clickbait: Shrimp Jesus makes people pause to gawk and inspires shares purely because it is so bizarre.

Many users react by liking the post or leaving a comment. This signals to the algorithmic curators that perhaps the content should be pushed into the feeds of even more people.

Some of the more established spammers we observed, likely recognizing this, improved their engagement by pivoting from posting URLs to posting AI-generated images. They would then comment on the post of the AI-generated images with the URLs of the ad-laden content farms they wanted users to click.

But more ordinary creators capitalized on the engagement of AI-generated images, too, without obviously violating platform policies.

Rate ‘my’ work!

When we looked up the posts’ captions on CrowdTangle – a social media monitoring platform owned by Meta and set to sunset in August – we found that they were “copypasta” captions, which means that they were repeated across posts.

Some of the copypasta captions baited interaction by directly asking users to, for instance, rate a “painting” by a first-time artist – even when the image was generated by AI – or to wish an elderly person a happy birthday. Facebook users often replied to AI-generated images with comments of encouragement and congratulations

Algorithms push AI-generated content

Our investigation noticeably altered our own Facebook feeds: Within days of visiting the pages – and without commenting on, liking or following any of the material – Facebook’s algorithm recommended reams of other AI-generated content.

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Interestingly, the fact that we had viewed clusters of, for example, AI-generated miniature cow pages didn’t lead to a short-term increase in recommendations for pages focused on actual miniature cows, normal-sized cows or other farm animals. Rather, the algorithm recommended pages on a range of topics and themes, but with one thing in common: They contained AI-generated images.

In 2022, the technology website Verge detailed an internal Facebook memo about proposed changes to the company’s algorithm.

The algorithm, according to the memo, would become a “discovery-engine,” allowing users to come into contact with posts from individuals and pages they didn’t explicitly seek out, akin to TikTok’s “For You” page.

We analyzed Facebook’s own “Widely Viewed Content Reports,” which lists the most popular content, domains, links, pages and posts on the platform per quarter.

It showed that the proportion of content that users saw from pages and people they don’t follow steadily increased between 2021 and 2023. Changes to the algorithm have allowed more room for AI-generated content to be organically recommended without prior engagement – perhaps explaining our experiences and those of other users.

‘This post was brought to you by AI’

Since Meta currently does not flag AI-generated content by default, we sometimes observed users warning others about scams or spam AI content with infographics.

Meta, however, seems to be aware of potential issues if AI-generated content blends into the information environment without notice. The company has released several announcements about how it plans to deal with AI-generated content.

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In May 2024, Facebook will begin applying a “Made with AI” label to content it can reliably detect as synthetic.

But the devil is in the details. How accurate will the detection models be? What AI-generated content will slip through? What content will be inappropriately flagged? And what will the public make of such labels?

While our work focused on Facebook spam and scams, there are broader implications.

Reporters have written about AI-generated videos targeting kids on YouTube and influencers on TikTok who use generative AI to turn a profit.

Social media platforms will have to reckon with how to treat AI-generated content; it’s certainly possible that user engagement will wane if online worlds become filled with artificially generated posts, images and videos.

Shrimp Jesus may be an obvious fake. But the challenge of assessing what’s real is only heating up.

Renee DiResta, Research Manager of the Stanford Internet Observatory, Stanford University; Abhiram Reddy, Research Assistant at the Center for Security and Emerging Technology, Georgetown University, and Josh A. Goldstein, Research Fellow at the Center for Security and Emerging Technology, Georgetown University

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This article is republished from The Conversation under a Creative Commons license. Read the original article.

The science section of our news blog STM Daily News provides readers with captivating and up-to-date information on the latest scientific discoveries, breakthroughs, and innovations across various fields. We offer engaging and accessible content, ensuring that readers with different levels of scientific knowledge can stay informed. Whether it’s exploring advancements in medicine, astronomy, technology, or environmental sciences, our science section strives to shed light on the intriguing world of scientific exploration and its profound impact on our daily lives. From thought-provoking articles to informative interviews with experts in the field, STM Daily News Science offers a harmonious blend of factual reporting, analysis, and exploration, making it a go-to source for science enthusiasts and curious minds alike. https://stmdailynews.com/category/science/

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Sceye Partners with NASA and USGS to Address Climate Change from the Stratosphere

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Strategic collaborations above 60,000 feet unlocks new potential for traffic and climate management, earth observation and imaging, methane, storm, and wildfire detection, and more

ROSWELL, N.M. /PRNewswire/ — Sceye, a leading U.S. aerospace company specializing in High-Altitude Platform Systems (HAPS), announced a cooperating research and development agreement with United States Geological Survey (USGS) and a Space Act agreement with NASA. The purpose of these agreements is to enhance climate and environmental imaging, monitoring, and data collection from the stratosphere. This partnership builds on Sceye’s successful 2024 flight program, which concluded with a milestone launch on October 24, 2024, demonstrating the platform’s readiness for commercialization and long-duration missions in 2025.

Sceye launch October 2024

This collaboration positions Sceye’s HAPS technology as a critical partner in providing precise earth observation and lifting multi-mission payloads. Using advanced hyperspectral imaging, Sceye will help NASA and USGS detect methane “super emitters,” monitor wildfire activity, storms, earthquakes, and other extreme weather events. The partnership will help track essential environmental data and metrics in real-time and also positions Sceye to support NASA and USGS in expanding the range of climate data collection and in strengthening forecasting models.

“Our partnership with NASA and USGS is built on the potential of HAPS to stay over an area of operation for long periods of time. In contrast to satellites, HAPS can do that below orbital altitude, thereby offering a unique vantage point to address climate change and better prepare for extreme weather events,” said Mikkel Vestergaard Frandsen, CEO and Founder of Sceye. “We are unlocking the stratosphere as the next frontier to make important scientific advancements that will help communities across the world.”

With climate change accelerating and methane emissions at record levels, Sceye’s HAPS technology offers a solution to precisely detect emissions down to the pixel. Sceye is also collaborating with the Environmental Protection Agency (EPA) and the New Mexico Environmental Department on a five-year program to detect methane emissions across the state. Sceye’s last flight of the year demonstrates the platform’s operational readiness by capturing essential data through onboard infrared cameras.

Sceye’s HAPS are powered by solar energy captured during daylight and stored in batteries to operate throughout the night. This enables continuous flight above 60,000 feet, where few technologies can operate effectively.

“HAPS are a gamechanger for the scientific community because they can linger over events, take high resolution data continuously in real time, and give a more accurate understanding of what may happen before, during, and after an event,” said Jonathan Stock, Director, USGS National Innovation Center.

The final launch of Sceye’s 2024 flight program completed a successful flight year and the full characterization of the vehicle, including achieving the important milestones of controlled relocation, full diurnal flight, and the ability to stay over an area of operation for long periods of time.

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With a focus on commercialization and endurance in 2025, Sceye will transition to testing the platform’s capacity to sustain long-duration “seasonal flights.” These missions will enable continuous monitoring during critical periods like wildfire season, supporting rapid response efforts with near real-time data on evolving threats.

Following a successful Series C round that raised the company’s pre-money valuation to $525 million, Sceye is advancing its mission to create world-changing solutions.

About Sceye

Founded in 2014, Sceye is an aerospace company dedicated to advancing stratospheric technology to connect people and protect the planet. Sceye leads the High-Altitude Platform Systems (HAPS) industry, focusing on universal connectivity, climate monitoring, natural resource management, and disaster prevention.

SOURCE Sceye

The science section of our news blog STM Daily News provides readers with captivating and up-to-date information on the latest scientific discoveries, breakthroughs, and innovations across various fields. We offer engaging and accessible content, ensuring that readers with different levels of scientific knowledge can stay informed. Whether it’s exploring advancements in medicine, astronomy, technology, or environmental sciences, our science section strives to shed light on the intriguing world of scientific exploration and its profound impact on our daily lives. From thought-provoking articles to informative interviews with experts in the field, STM Daily News Science offers a harmonious blend of factual reporting, analysis, and exploration, making it a go-to source for science enthusiasts and curious minds alike. https://stmdailynews.com/category/science/

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Honeywell and Google Cloud to Accelerate Autonomous Operations with AI Agents for the Industrial Sector

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Google Cloud AI to enhance Honeywell’s product offerings 
and help upskill the industrial workforce

New solutions will connect to enterprise-wide industrial data from Honeywell Forge, 
a leading IoT platform for industrials

CHARLOTTE, N.C. and SUNNYVALE, Calif. /PRNewswire/ — Honeywell (NASDAQ: HON) and Google Cloud announced a unique collaboration connecting artificial intelligence (AI) agents with assets, people and processes to accelerate safer, autonomous operations for the industrial sector.

Google Cloud
The first solutions built with Google Cloud will be available to Honeywell customers in 2025.

This partnership will bring together the multimodality and natural language capabilities of Gemini on Vertex AI – Google Cloud’s AI platform – and the massive data set on Honeywell Forge, a leading Internet of Things (IoT) platform for industrials. This will unleash easy-to-understand, enterprise-wide insights across a multitude of use cases. Honeywell’s customers across the industrial sector will benefit from opportunities to reduce maintenance costs, increase operational productivity and upskill employees. The first solutions built with Google Cloud AI will be available to Honeywell’s customers in 2025.

“The path to autonomy requires assets working harder, people working smarter and processes working more efficiently,” said Vimal Kapur, Chairman and CEO of Honeywell. “By combining Google Cloud’s AI technology with our deep domain expertise–including valuable data on our Honeywell Forge platform–customers will receive unparalleled, actionable insights bridging the physical and digital worlds to accelerate autonomous operations, a key driver of Honeywell’s growth.”

“Our partnership with Honeywell represents a significant step forward in bringing the transformative power of AI to industrial operations,” said Thomas Kurian, CEO of Google Cloud. “With Gemini on Vertex AI, combined with Honeywell’s industrial data and expertise, we’re creating new opportunities to optimize processes, empower workforces and drive meaningful business outcomes for industrial organizations worldwide.”

With the mass retirement of workers from the baby boomer generation, the industrial sector faces both labor and skills shortages, and AI can be part of the solution – as a revenue generator, not job eliminator. More than two-thirds (82%) of Industrial AI leaders believe their companies are early adopters of AI, but only 17% have fully launched their initial AI plans, according to Honeywell’s 2024 Industrial AI Insights report. This partnership will provide AI agents that augment the existing operations and workforce to help drive AI adoption and enable companies across the sector to benefit from expanding automation.

Honeywell and Google Cloud will co-innovate solutions around:

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Purpose-Built, Industrial AI Agents 
Built on Google Cloud’s Vertex AI Search and tailored to engineers’ specific needs, a new AI-powered agent will help automate tasks and reduce project design cycles, enabling users to focus on driving innovation and delivering exceptional customer experiences.

Additional agents will utilize Google’s large language models (LLMs) to help technicians to more quickly resolve maintenance issues (e.g., “How did a unit perform last night?” “How do I replace the input/output module?” or “Why is my system making this sound?”). By leveraging Gemini’s multimodality capabilities, users will be able to process various data types such as images, videos, text and sensor readings, which will help its engineers get the answers they need quickly – going beyond simple chat and predictions.

Enhanced Cybersecurity
Google Threat Intelligence – featuring frontline insight from Mandiant – will be integrated into current Honeywell cybersecurity products, including Global Analysis, Research and Defense (GARD) Threat Intelligence and Secure Media Exchange (SMX), to help enhance threat detection and protect global infrastructure for industrial customers. 

On-the-Edge Device Advances 
Looking ahead, Honeywell will explore using Google’s Gemini Nano model to enhance Honeywell edge AI devices’ intelligence multiple use cases across verticals, ranging from scanning performance to voice-based guided workflow, maintenance, operational and alarm assist without the need to connect to the internet and cloud. This is the beginning of a new wave of more intelligent devices and solutions, which will be the subject of future Honeywell announcements.

By leveraging AI to enable growth and productivity, the integration of Google Cloud technology also further supports Honeywell’s alignment of its portfolio to three compelling megatrends, including automation.

About Honeywell

Honeywell is an integrated operating company serving a broad range of industries and geographies around the world. Our business is aligned with three powerful megatrends – automation, the future of aviation and energy transition – underpinned by our Honeywell Accelerator operating system and Honeywell Forge IoT platform. As a trusted partner, we help organizations solve the world’s toughest, most complex challenges, providing actionable solutions and innovations through our Aerospace Technologies, Industrial Automation, Building Automation and Energy and Sustainability Solutions business segments that help make the world smarter and safer as well as more secure and sustainable. For more news and information on Honeywell, please visit www.honeywell.com/newsroom.

About Google Cloud

Google Cloud is the new way to the cloud, providing AI, infrastructure, developer, data, security, and collaboration tools built for today and tomorrow. Google Cloud offers a powerful, fully integrated, and optimized AI stack with its own planet-scale infrastructure, custom-built chips, generative AI models, and development platform, as well as AI-powered applications, to help organizations transform. Customers in more than 200 countries and territories turn to Google Cloud as their trusted technology partner.

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SOURCE Honeywell

The science section of our news blog STM Daily News provides readers with captivating and up-to-date information on the latest scientific discoveries, breakthroughs, and innovations across various fields. We offer engaging and accessible content, ensuring that readers with different levels of scientific knowledge can stay informed. Whether it’s exploring advancements in medicine, astronomy, technology, or environmental sciences, our science section strives to shed light on the intriguing world of scientific exploration and its profound impact on our daily lives. From thought-provoking articles to informative interviews with experts in the field, STM Daily News Science offers a harmonious blend of factual reporting, analysis, and exploration, making it a go-to source for science enthusiasts and curious minds alike. https://stmdailynews.com/category/science/


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