<?xml version="1.0" encoding="utf-8"?>
<rss version="2.0" xmlns:media="http://search.yahoo.com/mrss/">
    <channel>
                    <title>Phys.org news tagged with:algorithm</title>
            <link>https://phys.org/</link>
            <language>en-us</language>
            <description>Phys.org internet news portal provides the latest news on science including: Physics, Nanotechnology, Life Sciences, Space Science, Earth Science, Environment, Health and Medicine.</description>

                            <item>
                    <title>Fentanyl or phony? Machine learning algorithm learns to pick out opioid signatures</title>
                    <description>New forms of fentanyl are created every day. For law enforcement, that poses a challenge: How do you identify a chemical you&#039;ve never seen before? Researchers at Lawrence Livermore National Laboratory (LLNL) aim to answer that question with a machine learning model that can distinguish opioids from other chemicals with an accuracy over 95% in a laboratory setting.</description>
                    <link>https://phys.org/news/2026-02-fentanyl-phony-machine-algorithm-opioid.html</link>
                    <category>Analytical Chemistry</category>                    <pubDate>Mon, 09 Feb 2026 15:30:02 EST</pubDate>
                    <guid isPermaLink="false">news689872862</guid>
                                            <media:thumbnail url="https://scx1.b-cdn.net/csz/news/tmb/2024/opioids-2.jpg" width="90" height="90" />
                                    </item>
                            <item>
                    <title>AI streamlines deluge of data from particle collisions</title>
                    <description>Scientists at the U.S. Department of Energy&#039;s (DOE) Brookhaven National Laboratory have developed a novel artificial intelligence (AI)-based method to dramatically tame the flood of data generated by particle detectors at modern accelerators. The new custom-built algorithm uses a neural network to intelligently compress collision data, adapting automatically to the density or &quot;sparsity&quot; of the signals it receives.</description>
                    <link>https://phys.org/news/2026-02-ai-deluge-particle-collisions.html</link>
                    <category>General Physics</category>                    <pubDate>Mon, 02 Feb 2026 14:40:02 EST</pubDate>
                    <guid isPermaLink="false">news689264530</guid>
                                            <media:thumbnail url="https://scx1.b-cdn.net/csz/news/tmb/2026/ai-streamlines-deluge.jpg" width="90" height="90" />
                                    </item>
                            <item>
                    <title>Finnish birdwatchers&#039; app data fuel world&#039;s most accurate model for predicting bird occurrence</title>
                    <description>New cutting-edge research, led by Academy Professor Otso Ovaskainen of the University of Jyväskylä and David Dunson at Duke University, combines citizen bird observations with artificial intelligence and the computing power of supercomputers at CSC—IT Center for Science. The international and multidisciplinary research team has developed the world&#039;s most accurate prediction model, capable of anticipating even small shifts in bird occurrence almost in real time.</description>
                    <link>https://phys.org/news/2026-01-finnish-birdwatchers-app-fuel-world.html</link>
                    <category>Ecology</category>                    <pubDate>Tue, 27 Jan 2026 16:10:01 EST</pubDate>
                    <guid isPermaLink="false">news688752146</guid>
                                            <media:thumbnail url="https://scx1.b-cdn.net/csz/news/tmb/2026/the-worlds-most-accura.jpg" width="90" height="90" />
                                    </item>
                            <item>
                    <title>Eye for trouble: Automated counting for chromosome issues under the microscope</title>
                    <description>Researchers from Tokyo Metropolitan University have developed a suite of algorithms to automate the counting of sister chromatid exchanges (SCE) in chromosomes under the microscope. Conventional analysis requires trained personnel and time, with variability between different people.</description>
                    <link>https://phys.org/news/2026-01-eye-automated-chromosome-issues-microscope.html</link>
                    <category>Biotechnology</category>                    <pubDate>Mon, 12 Jan 2026 11:35:18 EST</pubDate>
                    <guid isPermaLink="false">news687440101</guid>
                                            <media:thumbnail url="https://scx1.b-cdn.net/csz/news/tmb/2026/eye-for-trouble-automa-1.jpg" width="90" height="90" />
                                    </item>
                            <item>
                    <title>How a new algorithm predicts cell fate from just one genetic snapshot</title>
                    <description>Researchers at Karolinska Institutet and KTH have developed a computational method that can reveal how cells change and specialize in the body. The study, which has been published in the journal PNAS, can provide important knowledge about why this process sometimes goes wrong and leads to disease.</description>
                    <link>https://phys.org/news/2025-12-algorithm-reconstructs-cells-specialize-snapshots.html</link>
                    <category>Cell &amp; Microbiology</category>                    <pubDate>Sun, 14 Dec 2025 14:00:04 EST</pubDate>
                    <guid isPermaLink="false">news684755570</guid>
                                            <media:thumbnail url="https://scx1.b-cdn.net/csz/news/tmb/2025/new-algorithm-maps-how.jpg" width="90" height="90" />
                                    </item>
                            <item>
                    <title>Reading the &#039;light fingerprints&#039; of dead satellites</title>
                    <description>There are already tens of thousands of pieces of large debris in orbit, some of which pose a threat to functional satellites. Various agencies and organizations have been developing novel solutions to this problem, before it turns into full-blown Kessler Syndrome. But many of them are reliant on understanding what is going on with the debris before attempting to deal with it.</description>
                    <link>https://phys.org/news/2025-12-fingerprints-dead-satellites.html</link>
                    <category>Space Exploration</category>                    <pubDate>Thu, 11 Dec 2025 16:07:13 EST</pubDate>
                    <guid isPermaLink="false">news684691621</guid>
                                            <media:thumbnail url="https://scx1.b-cdn.net/csz/news/tmb/2025/reading-the-light-fing.jpg" width="90" height="90" />
                                    </item>
                            <item>
                    <title>Simulations reveal how black holes generate intense light from infalling matter</title>
                    <description>Surprisingly, some of the universe&#039;s brightest objects are black holes. As scorching gas and dust flow around and into a black hole, they glow with fierce intensity across the light spectrum. Now, a team of computational astrophysicists has developed the most comprehensive simulations ever made of how black holes create these dazzling light shows.</description>
                    <link>https://phys.org/news/2025-12-simulations-reveal-black-holes-generate.html</link>
                    <category>Astronomy</category>                    <pubDate>Wed, 03 Dec 2025 11:59:42 EST</pubDate>
                    <guid isPermaLink="false">news683985541</guid>
                                            <media:thumbnail url="https://scx1.b-cdn.net/csz/news/tmb/2025/groundbreaking-simulat.jpg" width="90" height="90" />
                                    </item>
                            <item>
                    <title>How personalized algorithms lead to a distorted view of reality</title>
                    <description>The same personalized algorithms that deliver online content based on your previous choices on social media sites like YouTube also impair learning, a new study suggests.</description>
                    <link>https://phys.org/news/2025-11-personalized-algorithms-distorted-view-reality.html</link>
                    <category>Social Sciences</category>                    <pubDate>Tue, 25 Nov 2025 09:16:03 EST</pubDate>
                    <guid isPermaLink="false">news683284561</guid>
                                            <media:thumbnail url="https://scx1.b-cdn.net/csz/news/tmb/2025/person-using-phone.jpg" width="90" height="90" />
                                    </item>
                            <item>
                    <title>Potentially distinct structure in Kuiper belt discovered with help of clustering algorithm</title>
                    <description>A vast region of our solar system, called the Kuiper belt, stretches from the orbit of Neptune out to 50 or so astronomical units (AU), where an AU is the distance between Earth and the sun. This region consists mostly of icy objects and small rocky bodies, like Pluto. Scientists believe Kuiper belt objects (KPOs) are remnants left over from the formation of the solar system.</description>
                    <link>https://phys.org/news/2025-11-potentially-distinct-kuiper-belt-clustering.html</link>
                    <category>Astronomy</category>                    <pubDate>Fri, 21 Nov 2025 14:00:05 EST</pubDate>
                    <guid isPermaLink="false">news682951980</guid>
                                            <media:thumbnail url="https://scx1.b-cdn.net/csz/news/tmb/2025/potentially-distinct-s.jpg" width="90" height="90" />
                                    </item>
                            <item>
                    <title>How mega-constellations are learning to manage themselves</title>
                    <description>Satellite mega-constellations are quickly becoming the backbone of a number of industries. Cellular communication, GPS, weather monitoring and more are now, at least in part, reliant on the networks of thousands of satellites cruising by in low Earth orbit. But, as these constellations grow into the tens of thousands of individual members, the strain they are putting on the communications and controls systems of their ground stations is becoming untenable.</description>
                    <link>https://phys.org/news/2025-11-mega-constellations.html</link>
                    <category>Space Exploration</category>                    <pubDate>Fri, 21 Nov 2025 12:59:07 EST</pubDate>
                    <guid isPermaLink="false">news682952343</guid>
                                            <media:thumbnail url="https://scx1.b-cdn.net/csz/news/tmb/2025/how-mega-constellation.jpg" width="90" height="90" />
                                    </item>
                            <item>
                    <title>Symmetry simplifies quantum noise analysis, paving way for better error correction</title>
                    <description>Researchers from the Johns Hopkins Applied Physics Laboratory (APL) in Laurel, Maryland, and Johns Hopkins University in Baltimore have achieved a breakthrough in quantum noise characterization in quantum systems—a key step toward reliably managing errors in quantum computing.</description>
                    <link>https://phys.org/news/2025-11-symmetry-quantum-noise-analysis-paving.html</link>
                    <category>Condensed Matter</category>                    <pubDate>Fri, 21 Nov 2025 12:30:04 EST</pubDate>
                    <guid isPermaLink="false">news682950601</guid>
                                            <media:thumbnail url="https://scx1.b-cdn.net/csz/news/tmb/2025/quantum-computer-2.jpg" width="90" height="90" />
                                    </item>
                            <item>
                    <title>Detecting incel misogyny on Reddit</title>
                    <description>On Nov. 7, 2017, the American social-media platform Reddit shut down r/Incels, an online forum with more than 40,000 members. This was in line with a new policy the company brought in, banning content that incites violence.</description>
                    <link>https://phys.org/news/2025-11-incel-misogyny-reddit.html</link>
                    <category>Social Sciences</category>                    <pubDate>Wed, 12 Nov 2025 09:41:04 EST</pubDate>
                    <guid isPermaLink="false">news682162861</guid>
                                            <media:thumbnail url="https://scx1.b-cdn.net/csz/news/tmb/2025/man-typing-on-keyboard.jpg" width="90" height="90" />
                                    </item>
                            <item>
                    <title>First full simulation of 50-qubit universal quantum computer achieved</title>
                    <description>A research team at the Jülich Supercomputing Center, together with experts from NVIDIA, has set a new record in quantum simulation: for the first time, a universal quantum computer with 50 qubits has been fully simulated—a feat achieved on Europe&#039;s first exascale supercomputer, JUPITER, inaugurated at Forschungszentrum Jülich in September.</description>
                    <link>https://phys.org/news/2025-11-full-simulation-qubit-universal-quantum.html</link>
                    <category>Quantum Physics</category>                    <pubDate>Tue, 11 Nov 2025 14:33:04 EST</pubDate>
                    <guid isPermaLink="false">news682093982</guid>
                                            <media:thumbnail url="https://scx1.b-cdn.net/csz/news/tmb/2025/new-record-on-jupiter-1.jpg" width="90" height="90" />
                                    </item>
                            <item>
                    <title>Not-so-model behavior: Popular software tools may give faulty forecasts</title>
                    <description>Some of the models used to forecast everything from financial trends to animal populations in an ecosystem are incorrect, according to an Idaho State University statistician.</description>
                    <link>https://phys.org/news/2025-11-behavior-popular-software-tools-faulty.html</link>
                    <category>Mathematics</category>                    <pubDate>Thu, 06 Nov 2025 14:20:56 EST</pubDate>
                    <guid isPermaLink="false">news681661253</guid>
                                            <media:thumbnail url="https://scx1.b-cdn.net/csz/news/tmb/2025/not-so-model-behavior.jpg" width="90" height="90" />
                                    </item>
                            <item>
                    <title>How AI is helping us monitor and support vulnerable ecosystems</title>
                    <description>A recent study from Oregon State University estimated that more than 3,500 animal species are at risk of extinction because of factors including habitat alterations, natural resources being overexploited, and climate change.</description>
                    <link>https://phys.org/news/2025-11-ai-vulnerable-ecosystems.html</link>
                    <category>Ecology</category>                    <pubDate>Tue, 04 Nov 2025 08:55:49 EST</pubDate>
                    <guid isPermaLink="false">news681468940</guid>
                                            <media:thumbnail url="https://scx1.b-cdn.net/csz/news/tmb/2025/3-questions-how-ai-is.jpg" width="90" height="90" />
                                    </item>
                            <item>
                    <title>Whether AI empowers or oppresses workers depends on how human managers interpret outputs</title>
                    <description>Algorithms that threaten worker dignity, autonomy and discretion are quietly reshaping how people are managed at work, warns new research from the University of Surrey.</description>
                    <link>https://phys.org/news/2025-10-ai-empowers-oppresses-workers-human.html</link>
                    <category>Economics &amp; Business</category>                    <pubDate>Wed, 29 Oct 2025 09:21:03 EDT</pubDate>
                    <guid isPermaLink="false">news680948462</guid>
                                            <media:thumbnail url="https://scx1.b-cdn.net/csz/news/tmb/2025/hospitality.jpg" width="90" height="90" />
                                    </item>
                            <item>
                    <title>AI and citizen science reveal potential first detection of invasive malaria mosquito in Madagascar</title>
                    <description>Researchers from the University of South Florida have used artificial intelligence and citizen science to identify what may be the first specimen of Anopheles stephensi—an invasive and deadly malaria-carrying mosquito—ever detected in Madagascar. The study, led by USF scientists Ryan Carney and Sriram Chellappan, demonstrates how AI-powered image recognition and public participation can transform global disease surveillance.</description>
                    <link>https://phys.org/news/2025-10-ai-citizen-science-reveal-potential.html</link>
                    <category>Ecology</category>                    <pubDate>Tue, 28 Oct 2025 09:00:06 EDT</pubDate>
                    <guid isPermaLink="false">news680772961</guid>
                                            <media:thumbnail url="https://scx1.b-cdn.net/csz/news/tmb/2025/usf-study-ai-and-citiz.jpg" width="90" height="90" />
                                    </item>
                            <item>
                    <title>Teaching tool created for hydrology education</title>
                    <description>When it rains, streams rise. When it stops, they fall.</description>
                    <link>https://phys.org/news/2025-10-tool-hydrology.html</link>
                    <category>Education</category>                    <pubDate>Thu, 23 Oct 2025 13:16:37 EDT</pubDate>
                    <guid isPermaLink="false">news680444190</guid>
                                            <media:thumbnail url="https://scx1.b-cdn.net/csz/news/tmb/2025/researcher-creates-tea-1.jpg" width="90" height="90" />
                                    </item>
                            <item>
                    <title>Using drones, AI and ducks to guide the future of wildlife conservation</title>
                    <description>Above Missouri&#039;s wetlands, a drone quietly hums above flocks of migratory water birds, its camera capturing the ripples of movement below. With this technology, University of Missouri researchers are redefining how wildlife is studied and protected.</description>
                    <link>https://phys.org/news/2025-10-drones-ai-ducks-future-wildlife.html</link>
                    <category>Ecology</category>                    <pubDate>Wed, 22 Oct 2025 16:07:03 EDT</pubDate>
                    <guid isPermaLink="false">news680368021</guid>
                                            <media:thumbnail url="https://scx1.b-cdn.net/csz/news/tmb/2025/drones-ai-and-ducks-ho.jpg" width="90" height="90" />
                                    </item>
                            <item>
                    <title>Algorithmic outreach can lead to information inequality</title>
                    <description>Algorithms that identify influential people in social networks can help maximize the reach of messages, but a modeling study published in PNAS Nexus shows that those same algorithms can disseminate information inequitably, potentially exacerbating existing social inequalities.</description>
                    <link>https://phys.org/news/2025-10-algorithmic-outreach-inequality.html</link>
                    <category>Mathematics</category>                    <pubDate>Tue, 21 Oct 2025 09:40:48 EDT</pubDate>
                    <guid isPermaLink="false">news680258442</guid>
                                            <media:thumbnail url="https://scx1.b-cdn.net/csz/news/tmb/2025/algorithmic-outreach-l.jpg" width="90" height="90" />
                                    </item>
                            <item>
                    <title>Simplified Sachdev-Ye-Kitaev model simulated on trapped-ion quantum computer</title>
                    <description>The simulation of strongly interacting many-body systems is a key objective of quantum physics research, as it can help to test the predictions of physics theories and yield new valuable insight. Researchers at Quantinuum, a quantum computing company, recently simulated a simplified version of a well-known theoretical model, the so-called Sachdev-Ye-Kitaev (SYK) model, using a trapped-ion quantum computer and a previously introduced randomized quantum algorithm.</description>
                    <link>https://phys.org/news/2025-10-sachdev-ye-kitaev-simulated-ion.html</link>
                    <category>Quantum Physics</category>                    <pubDate>Sun, 19 Oct 2025 09:20:01 EDT</pubDate>
                    <guid isPermaLink="false">news679922134</guid>
                                            <media:thumbnail url="https://scx1.b-cdn.net/csz/news/tmb/2025/researchers-simulate-s-1.jpg" width="90" height="90" />
                                    </item>
                            <item>
                    <title>Algorithm precisely quantifies flow of information in complex networks</title>
                    <description>Networks are systems comprised of two or more connected devices, biological organisms or other components, which typically share information with each other. Understanding how information moves between these connected components, also known as nodes, could help to advance research focusing on numerous topics, ranging from artificial intelligence (AI) to neuroscience.</description>
                    <link>https://phys.org/news/2025-10-algorithm-precisely-quantifies-complex-networks.html</link>
                    <category>General Physics</category>                    <pubDate>Fri, 17 Oct 2025 10:40:03 EDT</pubDate>
                    <guid isPermaLink="false">news679916227</guid>
                                            <media:thumbnail url="https://scx1.b-cdn.net/csz/news/tmb/2025/an-algorithm-to-precis.jpg" width="90" height="90" />
                                    </item>
                            <item>
                    <title>Plant functional diversity varies greatly with seasonal cycles and wet-dry periods, satellite images reveal</title>
                    <description>Plant functional diversity is highly dynamic over time and fluctuates considerably. It is influenced by seasonal cycles and wet-dry periods, and varies depending on the region. These are the findings of researchers from Leipzig University, the University of Freiburg, and Aarhus University in Denmark.</description>
                    <link>https://phys.org/news/2025-10-functional-diversity-varies-greatly-seasonal.html</link>
                    <category>Environment</category>                    <pubDate>Thu, 09 Oct 2025 12:10:06 EDT</pubDate>
                    <guid isPermaLink="false">news679230601</guid>
                                            <media:thumbnail url="https://scx1.b-cdn.net/csz/news/tmb/2025/plant-functional-diver.jpg" width="90" height="90" />
                                    </item>
                            <item>
                    <title>Longstanding &#039;ice giant&#039; classification of Uranus and Neptune might be conflicted</title>
                    <description>What if our understanding of Uranus and Neptune&#039;s compositions have been wrong, specifically regarding their classifications as &quot;ice giants?&quot; This is what a recent study accepted for publication in Astronomy &amp; Astrophysics hopes to address as a team of researchers from the University of Zurich investigated the interior structures of Uranus and Neptune.</description>
                    <link>https://phys.org/news/2025-10-longstanding-ice-giant-classification-uranus.html</link>
                    <category>Planetary Sciences</category>                    <pubDate>Thu, 09 Oct 2025 11:57:03 EDT</pubDate>
                    <guid isPermaLink="false">news679229821</guid>
                                            <media:thumbnail url="https://scx1.b-cdn.net/csz/news/tmb/2025/longstanding-ice-giant.jpg" width="90" height="90" />
                                    </item>
                            <item>
                    <title>Algorithm reveals &#039;magic sizes&#039; for assembling programmable icosahedral shells at minimal cost</title>
                    <description>Over the past decade, experts in the field of nanotechnology and materials science have been trying to devise architectures composed of small structures that spontaneously arrange themselves following specific patterns. Some of these architectures are based on so-called icosahedral shells, structures with 20 different triangular faces that are symmetrically organized.</description>
                    <link>https://phys.org/news/2025-10-algorithm-reveals-magic-sizes-programmable.html</link>
                    <category>Nanophysics</category>                    <pubDate>Wed, 08 Oct 2025 06:30:02 EDT</pubDate>
                    <guid isPermaLink="false">news679054911</guid>
                                            <media:thumbnail url="https://scx1.b-cdn.net/csz/news/tmb/2025/a-new-algorithm-for-th.jpg" width="90" height="90" />
                                    </item>
                            <item>
                    <title>Sequence alignment algorithm enables rapid search of world&#039;s microbial DNA</title>
                    <description>By making the world&#039;s microbial DNA easier to explore, a new sequence alignment tool, LexicMap, lets scientists search for a DNA sequence against millions of bacterial and archaeal genomes in minutes, helping  researchers track outbreaks, study antibiotic resistance, and understand microbial diversity.</description>
                    <link>https://phys.org/news/2025-09-sequence-alignment-algorithm-enables-rapid.html</link>
                    <category>Biotechnology</category>                    <pubDate>Tue, 30 Sep 2025 11:59:03 EDT</pubDate>
                    <guid isPermaLink="false">news678452341</guid>
                                            <media:thumbnail url="https://scx1.b-cdn.net/csz/news/tmb/2025/how-to-rapidly-search.jpg" width="90" height="90" />
                                    </item>
                            <item>
                    <title>Our AI model can help improve indoor ventilation during wildfire season</title>
                    <description>A recent report from the University of Chicago&#039;s Air Quality Life Index found that wildfires are worsening air quality in Canada. The report found that in 2023, wildfires caused concentrations of particulate matter to rise to levels not seen since the index started taking records in 1998.</description>
                    <link>https://phys.org/news/2025-09-ai-indoor-ventilation-wildfire-season.html</link>
                    <category>Environment</category>                    <pubDate>Tue, 30 Sep 2025 11:56:05 EDT</pubDate>
                    <guid isPermaLink="false">news678452162</guid>
                                            <media:thumbnail url="https://scx1.b-cdn.net/csz/news/tmb/2025/wildfire-3.jpg" width="90" height="90" />
                                    </item>
                            <item>
                    <title>Shaking up economic early warning systems with an artificial jellyfish algorithm</title>
                    <description>A study in the International Journal of Critical Infrastructures discusses a financial early warning system based on an artificial jellyfish algorithm that combines machine learning with principles of the circular economy.</description>
                    <link>https://phys.org/news/2025-09-economic-early-artificial-jellyfish-algorithm.html</link>
                    <category>Economics &amp; Business</category>                    <pubDate>Mon, 22 Sep 2025 15:03:03 EDT</pubDate>
                    <guid isPermaLink="false">news677772181</guid>
                                            <media:thumbnail url="https://scx1.b-cdn.net/csz/news/tmb/2023/jellyfish.jpg" width="90" height="90" />
                                    </item>
                            <item>
                    <title>Advanced AI links atomic structure to quantum tech</title>
                    <description>A research team led by Oak Ridge National Laboratory has developed a new method to uncover the atomic origins of unusual material behavior. This approach uses Bayesian deep learning, a form of artificial intelligence that combines probability theory and neural networks to analyze complex datasets with exceptional efficiency.</description>
                    <link>https://phys.org/news/2025-09-advanced-ai-links-atomic-quantum.html</link>
                    <category>Condensed Matter</category>                    <pubDate>Thu, 18 Sep 2025 10:31:00 EDT</pubDate>
                    <guid isPermaLink="false">news677410256</guid>
                                            <media:thumbnail url="https://scx1.b-cdn.net/csz/news/tmb/2025/advanced-ai-links-atom.jpg" width="90" height="90" />
                                    </item>
                            <item>
                    <title>What is a quantum computer&#039;s speed limit? Entanglement can provide an answer</title>
                    <description>Since the 1990s, evidence has been growing that quantum computers should be able to solve a range of particularly complex computational problems, with applications in everything from supply chain management to medicine and beyond.</description>
                    <link>https://phys.org/news/2025-09-quantum-limit-entanglement.html</link>
                    <category>Quantum Physics</category>                    <pubDate>Mon, 08 Sep 2025 07:21:04 EDT</pubDate>
                    <guid isPermaLink="false">news676534861</guid>
                                            <media:thumbnail url="https://scx1.b-cdn.net/csz/news/tmb/2025/what-is-a-quantum-comp.jpg" width="90" height="90" />
                                    </item>
                        </channel>
</rss>