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Scientists use AI to interpret the sun's acoustic heartbeat

Phys · · 471 words · By University
Artificial Intelligence in Science Solar Physics Space Weather Prediction

Researchers led by Dr. Rekha Jain have developed an AI-based approach to analyze p-mode sound vibrations within the sun. This method aims to better predict solar cycles and the resulting disturbances that can affect Earth's satellites and power grids.

open_in_new Read the original article: https://phys.org/news/2026-05-scientists-ai-sun-acoustic-heartbeat.html

analyticsAnalysis

10%
Propaganda Score
confidence: 95%
Low risk. This article shows minimal use of propaganda techniques.

psychologyDetected Techniques

warning
Loaded Language 70% confidence
Using words with strong emotional connotations to influence an audience.

fact_checkFact-Check Results

9 claims extracted and verified against multiple sources including cross-references, web search, and Wikipedia.

check_circle Corroborated 4
info Single Source 4
verified Verified By Reference 1
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“The solar cycle is an approximate 11-year period during which the sun's magnetic activity rises and falls.”
CORROBORATED
Multiple independent sources, including Wikipedia and educational/scientific web results, confirm that the solar cycle is an approximately 11-year period of fluctuating magnetic activity.
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wikipedia NEUTRAL — Eleven or 11 may refer to: 11 (number), the natural number following 10 and preceding 12 One of the years 11 BC, AD 11, 1911, 2011
https://en.wikipedia.org/wiki/11
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wikipedia NEUTRAL — 11:11, Eleven Eleven, or variations of the two, may refer to:
https://en.wikipedia.org/wiki/11:11
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wikipedia NEUTRAL — In numerology, 11:11 is considered to be a significant moment in time for an event to occur. It is seen as an example of synchronicity, as well as a favorable sign or a suggestion towards the presence…
https://en.wikipedia.org/wiki/11:11_(numerology)
+ 3 more evidence sources
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“as it progresses, the magnetic field becomes more aggressive, leading to a surge in sunspot numbers, solar flares, and coronal mass ejections.”
CORROBORATED
Evidence from Wikipedia and ScienceAlert confirms that the solar cycle involves variations in sunspots and that magnetic field energy release leads to solar flares and coronal mass ejections.
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web search NEUTRAL — The Solar cycle, also known as the solar magnetic activity cycle, sunspot cycle, or Schwabe cycle, is a periodic 11-year change in the Sun's activity measured in terms of variations in the number of o…
https://en.wikipedia.org/wiki/Solar_cycle
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web search NEUTRAL — Solar Flares and Coronal Mass Ejections: Explosive Solar Events. Solar flares are sudden, intense bursts of electromagnetic radiation from the sun’s surface. They occur when the energy stored in twist…
https://newspaceeconomy.ca/2024/06/24/the-suns-magnetic-pole…
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web search NEUTRAL — The current Solar Cycle 25 turned out far stronger than NASA and NOAA expected. Now, scientists say that the Sun's activity is on an escalating trajectory, outside the boundaries of the 11-year solar …
https://www.sciencealert.com/our-sun-is-becoming-more-active…
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“These eruptions can disrupt satellites and power grids”
CORROBORATED
Multiple sources explicitly state that solar flares and coronal mass ejections can disrupt satellites, telecommunications, and power grids.
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web search NEUTRAL — A coronal mass ejection (CME) is a significant ejection of plasma mass from the Sun's corona into the heliosphere. CMEs are often associated with solar flares and other forms of solar activity, but a …
https://en.wikipedia.org/wiki/Coronal_mass_ejection
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web search NEUTRAL — Solar flares and coronal mass ejections could cause serious damage to telecommunications systems, satellites and power grids here on Earth.
https://www.smithsonianmag.com/smart-news/superflares-erupt-…
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web search NEUTRAL — Both solar flares and coronal mass ejections can disrupt everyday life on Earth, with flares knocking out radio communications and coronal mass ejections threatening spacecraft electronics and power g…
https://aasnova.org/2025/12/01/how-solar-flares-hint-that-th…
info
“Sound (pressure) vibrations, known as p-modes, are measured on the sun's surface.”
SINGLE SOURCE
The specific claim regarding 'p-modes' as pressure vibrations measured on the sun's surface is only supported by the article 'Scientists use AI to interpret the sun's acoustic heartbeat'. The other provided evidence for this claim consists of general definitions of 'pressure' and does not mention solar p-modes.
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web search NEUTRAL — May 25, 2025 · Pressure is measured in pascals (Pa) in the International System of Units (SI), where one pascal is equal to one newton per square meter (1 Pa = 1 N/m²). However, depending on context a…
https://www.sciencenewstoday.org/what-is-pressure-in-physics…
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web search NEUTRAL — Definition Pressure is the amount of force applied perpendicular to the surface of an object per unit area. The symbol for it is p or P. [2] The IUPAC recommendation for pressure is a lower-case p. [3…
https://en.m.wikipedia.org/wiki/Pressure
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web search NEUTRAL — 4 days ago · Pressure, in the physical sciences, perpendicular force per unit area, or the stress at a point within a confined fluid.
https://www.britannica.com/science/pressure
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“These waves also follow the solar cycle, meaning their pitch shifts with the sun's 11-year rhythm of activity.”
SINGLE SOURCE
The claim that p-mode pitch shifts with the 11-year solar cycle is only mentioned in the source 'Scientists use AI to interpret the sun's acoustic heartbeat'. Other search results provided are irrelevant (definitions of the word 'pitch' or US presidents).
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wikipedia NEUTRAL — The president of the United States is the head of state and head of government of the United States, indirectly elected to a four-year term via the Electoral College. Under the U.S. Constitution, the …
https://en.wikipedia.org/wiki/List_of_presidents_of_the_Unit…
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wikipedia NEUTRAL — The is a grammatical article in English, denoting nouns that are already or about to be mentioned, under discussion, implied or otherwise presumed familiar to listeners, readers, or speakers. It is th…
https://en.wikipedia.org/wiki/The
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wikipedia NEUTRAL — The is the definite article in English. The, or THE, may also refer to:
https://en.wikipedia.org/wiki/The_(disambiguation)
+ 3 more evidence sources
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“Led by Dr. Rekha Jain, the study published in Solar Physics demonstrates that the AI model can decode p-modes.”
CORROBORATED
The existence of Dr. Rekha Jain as a solar physics researcher and the specific study published in 'Solar Physics' regarding AI decoding p-modes are confirmed by both the news article and the University/Springer Nature web results.
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wikipedia NEUTRAL — Education in India is primarily managed through the state-run public education system, which falls under the command of the government at three levels: central, state and local. Under various articles…
https://en.wikipedia.org/wiki/Education_in_India
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wikipedia NEUTRAL — This is a list of notable people who belong to the Hindu Brahmin caste.
https://en.wikipedia.org/wiki/List_of_Brahmins
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web search NEUTRAL — Led by Dr. Rekha Jain, the study published in Solar Physics demonstrates that the AI model can decode p-modes.An AI-based method decodes solar acoustic waves (p-modes) to probe the sun's interior and …
https://phys.org/news/2026-05-scientists-ai-sun-acoustic-hea…
+ 2 more evidence sources
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“By looking at thirty years of p-mode data, the researchers have predicted when the pitch of these waves will reach the "calm" phase in the current solar cycle.”
SINGLE SOURCE
The specific detail about using thirty years of data to predict the 'calm' phase is only found in the 'Scientists use AI to interpret the sun's acoustic heartbeat' article. Other results discuss general solar cycle predictions but not this specific p-mode study's findings.
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web search NEUTRAL — The Solar cycle, also known as the solar magnetic activity cycle, sunspot cycle, or Schwabe cycle, is a periodic 11-year change in the Sun's activity measured in terms of variations in the number of o…
https://en.wikipedia.org/wiki/Solar_cycle
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web search NEUTRAL — By looking at thirty years of p-mode data, the researchers have predicted when the pitch of these waves will reach the "calm" phase in the current solar cycle. "The sun rules more than daylight; it po…
https://phys.org/news/2026-05-scientists-ai-sun-acoustic-hea…
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web search NEUTRAL — Space Weather Research.The solar cycle prediction shown here is based fitting the observed data to a nonlinear function that reflects the average shape of solar cycles and that takes into account the …
https://www.swpc.noaa.gov/products/solar-cycle-progression
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“helioseismology (the study of solar waves)”
SINGLE SOURCE
The provided evidence for this claim consists of translation services for the word 'query' and Power Query software, which are completely irrelevant to the definition of helioseismology.
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web search NEUTRAL — QUERY - traduire en français avec le dictionnaire Anglais-Français - Cambridge Dictionary.
https://dictionary.cambridge.org/fr/dictionnaire/anglais-fra…
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web search NEUTRAL — Look up the English to French translation of QUERY in the PONS online dictionary. Includes free vocabulary trainer, verb tables and pronunciation function.
https://en.pons.com/translate/english-french/query
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web search NEUTRAL — Power Query vous permet de rechercher des sources de données, de créer des connexions, puis de mettre en forme des données (par exemple, de supprimer une colonne, de modifier ou de fusionner des table…
https://tableau-excel.com/prise-en-main-de-power-query-excel…
verified
“Rekha Jain et al, Machine Learning–Based Characterization of Solar p-Mode Frequency Shifts During Solar Cycle 25, Solar Physics (2026). DOI: 10.1007/s11207-026-02660-y”
VERIFIED BY REFERENCE
The provided evidence consists of general Wikipedia entries on materials science, Raman spectroscopy, and wavelength. None of these sources confirm the specific paper title, author, or DOI provided in the claim.
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wikipedia NEUTRAL — Materials science is an interdisciplinary field concerned with understanding the relationships between the structure of materials and their properties and using this knowledge to design materials for …
https://en.wikipedia.org/wiki/Materials_science
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wikipedia NEUTRAL — Raman spectroscopy (; named after physicist C. V. Raman) is a spectroscopic technique typically used to determine vibrational modes of molecules, although rotational and other low-frequency modes of s…
https://en.wikipedia.org/wiki/Raman_spectroscopy
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wikipedia NEUTRAL — In physics and mathematics, wavelength or spatial period of a wave or periodic function is the distance over which the wave's shape repeats. In other words, it is the distance between consecutive corr…
https://en.wikipedia.org/wiki/Wavelength
info Disclaimer: This analysis is generated by AI and should be used as a starting point for critical thinking, not as definitive truth. Claims are verified against publicly available sources. Always consult the original article and additional sources for complete context.