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Matthieu Le Lain

@matlastro.bsky.social

Astronomy and astrophysics sprinkled with Deep Learning... or the other way around ! PhD student working on Foundation Models for Astronomy. #galaxy

168 Followers  |  909 Following  |  1 Posts  |  Joined: 19.01.2024
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Posts by Matthieu Le Lain (@matlastro.bsky.social)

Hypnotic photo of a curtain aurora that truly looks like a flying dragon.The image is extraordinary: an enormous serpentine green shape twisting through the night sky above a snow-covered landscape, with tiny human silhouettes that emphasize the epic scale. It looks like something straight out of a fantasy story, yet it is completely real.

Hypnotic photo of a curtain aurora that truly looks like a flying dragon.The image is extraordinary: an enormous serpentine green shape twisting through the night sky above a snow-covered landscape, with tiny human silhouettes that emphasize the epic scale. It looks like something straight out of a fantasy story, yet it is completely real.

๐Ÿงต
'Dragon Aurora over Norway' is an enchanting pic showing an impressive auroral curtain, captured by Marco Bastoni above Tromsรธ in Northern Norway.

The aurora's glittering green glow somehow reminds of a large dragon. ๐Ÿ”ญ

โžก๏ธ apod.nasa.gov/apod/ap18041...

๐Ÿงช โš›๏ธ #sciart #astrophotography #science

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22.02.2026 16:23 โ€” ๐Ÿ‘ 1150    ๐Ÿ” 204    ๐Ÿ’ฌ 11    ๐Ÿ“Œ 10
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Why do we do astrophysics? At time of writing, large language models (LLMs) are beginning to obtain the ability to design, execute, write up, and referee scientific projects on the data-science side of astrophysics. What implic...

"Every person is a human being, whose personal development is more important than our short-term scientific accomplishments" - and more bangers in this from David Hogg (spoiler: it's about AI!) arxiv.org/abs/2602.10181 ๐Ÿ”ญ

12.02.2026 17:16 โ€” ๐Ÿ‘ 60    ๐Ÿ” 17    ๐Ÿ’ฌ 2    ๐Ÿ“Œ 4

This thread of mine from June 2025 is about MoM-z14, the most distant galaxy spectroscopically confirmed to date, discovered by #JWST ๐Ÿ”ญ

Well: months later, NASA has just released the official press release (Jan 28, 2026)โžก๏ธ science.nasa.gov/missions/web...

And the arXiv paper ...

๐Ÿงช #cosmology 1/2

31.01.2026 10:25 โ€” ๐Ÿ‘ 44    ๐Ÿ” 16    ๐Ÿ’ฌ 1    ๐Ÿ“Œ 1
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Trรจs fier dโ€™avoir reรงu le Grand Prix de lโ€™innovation SAF ! ๐Ÿ† Nous avons รฉtรฉ rรฉcompensรฉs par la Sociรฉtรฉ astronomique de France et son prรฉsident, Roland Lehoucq pour le projet #SUNSCAN by #STAROS. Une rรฉussite collective avec V. Desnoux, C. Buil, O. Garde et Matthieu Le Lain (@matlastro.bsky.social)

30.11.2025 09:07 โ€” ๐Ÿ‘ 14    ๐Ÿ” 4    ๐Ÿ’ฌ 7    ๐Ÿ“Œ 0
Pure black cosmos dotted with hundreds of tiny white, gold, pink, and blue specksโ€”distant galaxies. Top-left: target galaxy GS-NDG-9422 inside a crisp white square box, just a faint, barely-there reddish smudge, almost invisible. A larger inset with white frame near the center zooms it in, turning that pale glow soft orange.That tiny boxed reddish puff on the left feels incredibly old and delicateโ€”a whisper from the universe at one billion years young.

Pure black cosmos dotted with hundreds of tiny white, gold, pink, and blue specksโ€”distant galaxies. Top-left: target galaxy GS-NDG-9422 inside a crisp white square box, just a faint, barely-there reddish smudge, almost invisible. A larger inset with white frame near the center zooms it in, turning that pale glow soft orange.That tiny boxed reddish puff on the left feels incredibly old and delicateโ€”a whisper from the universe at one billion years young.

Exceptional!

The faint blur you see in this NIRCam image refers to GS-NDG-9422, a "strange" galaxy identified with the JWST and announced in 2024.

โžก๏ธ science.nasa.gov/missions/web...

Credits: NASA, ESA, CSA, STScI, Alex Cameron (Oxford)

๐Ÿ”ญ ๐Ÿงช #science #extragalactic #cosmology #JWST #Webb

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29.11.2025 18:19 โ€” ๐Ÿ‘ 100    ๐Ÿ” 17    ๐Ÿ’ฌ 2    ๐Ÿ“Œ 0
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Orbital parameters of the bright binary alpha Draconis based on amateur spectra from the STAROS database. G. Bertrand et. al. https://arxiv.org/abs/2511.17206

24.11.2025 07:06 โ€” ๐Ÿ‘ 3    ๐Ÿ” 2    ๐Ÿ’ฌ 1    ๐Ÿ“Œ 0

Gaia will find ~120,000 exoplanets, mostly super-Jupiters!

From 2014โ€“2025 at L2, it tracked >1B stars so precisely: a pinhead on the Moon from Earth!

Full data by 2030; first release predicts 7,500 planets.

Also: hypervelocity stars, quad systems & ancient galaxy merger remnants. ๐Ÿ”ญ ๐Ÿงช #science

12.11.2025 09:37 โ€” ๐Ÿ‘ 31    ๐Ÿ” 6    ๐Ÿ’ฌ 3    ๐Ÿ“Œ 2
My linocut of Annie Jump Cannon shows her in a 3/4 profile view wearing a shirt with a lace collar and her hair up. She is printed in a gradient of violet at the bottom to green at the top, printed on white 11โ€ x 14โ€ paper. The background is printed in a gradient (left to right) of dark blue, light blue, yellow, pale yellow, pale orange, orange and red. The background block excludes her silhouette of shoulder and head with the exception of a smattering of small dots in a swath from upper left to lower right (which extends to white spots on the coloured background). Also along the bottom are a series of circles of decreasing size (left to right, blue through red) labelled O, B, A, F, G, K, M. Thereโ€™s a axis line along the bottom with 6 tick marks. Vertically from top to bottom along the left side are 15-, 10-, 5-, 0, 5, 20, 15.

My linocut of Annie Jump Cannon shows her in a 3/4 profile view wearing a shirt with a lace collar and her hair up. She is printed in a gradient of violet at the bottom to green at the top, printed on white 11โ€ x 14โ€ paper. The background is printed in a gradient (left to right) of dark blue, light blue, yellow, pale yellow, pale orange, orange and red. The background block excludes her silhouette of shoulder and head with the exception of a smattering of small dots in a swath from upper left to lower right (which extends to white spots on the coloured background). Also along the bottom are a series of circles of decreasing size (left to right, blue through red) labelled O, B, A, F, G, K, M. Thereโ€™s a axis line along the bottom with 6 tick marks. Vertically from top to bottom along the left side are 15-, 10-, 5-, 0, 5, 20, 15.

For Day 21 of #spacetober_challenge prompt star: trailblazing US #astronomer Annie Jump Cannon (1863 โ€“ 1941), here with her stellar classification system which sorted stars based on spectral types, revealing their temperature from hot blue to cool red stars: O,B,A, F, G, K & M. ๐Ÿงช๐Ÿก๐Ÿ‘ฉ๐Ÿผโ€๐Ÿ”ฌ๐Ÿ”ญ#histsci ๐Ÿงต

21.10.2025 11:32 โ€” ๐Ÿ‘ 101    ๐Ÿ” 32    ๐Ÿ’ฌ 1    ๐Ÿ“Œ 2
Commander | Siril - Le livre de rรฉfรฉrence

Bonne nouvelle pour les francophones, le livre sur Siril est disponible ร  la prรฉcommande, avec une rรฉduction valable tout le mois de septembre !!
siril.fr/commander/

01.09.2025 16:04 โ€” ๐Ÿ‘ 7    ๐Ÿ” 5    ๐Ÿ’ฌ 1    ๐Ÿ“Œ 0
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Astronomers Map Stellar โ€˜Polka Dotsโ€™ Using NASAโ€™s TESS, Kepler - NASA Science Scientists have devised a new method for mapping the spottiness of distant stars by using observations from NASA missions of orbiting planets crossing their

Sweet NASA feature article on @sabinastro.bsky.social's work on mapping stellar surfaces: ๐Ÿ”ญ๐Ÿงช #stellarastro

science.nasa.gov/missions/tes...

Why? Because:
1) #StarsAreStillInteresting
2) Messy stars complicate our view of exoplanet atmospheres. To remove stellar contamination, you must map it. ๐Ÿ—บ๏ธ

25.08.2025 15:34 โ€” ๐Ÿ‘ 41    ๐Ÿ” 13    ๐Ÿ’ฌ 2    ๐Ÿ“Œ 0

Betelgeuse is a double! Fun to learn something new about a familiar star.

21.07.2025 19:09 โ€” ๐Ÿ‘ 148    ๐Ÿ” 28    ๐Ÿ’ฌ 7    ๐Ÿ“Œ 6
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Measuring the Suns radial velocity variability due to supergranulation over a magnetic cycle In recent years supergranulation has emerged as one of the biggest challenges for the detection of Earth-twins in radial velocity planet searches. We used eight years of Sun-as-a-star radial velocity ...

Itโ€™s paper day ๐ŸŽ‰!! If you are interested in seeing how supergranulation changes over a solar cycle in RVs give it a read! arxiv.org/abs/2506.23693

01.07.2025 08:07 โ€” ๐Ÿ‘ 29    ๐Ÿ” 9    ๐Ÿ’ฌ 2    ๐Ÿ“Œ 2
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Spectroastrometry and Reverberation Mapping of Active Galactic Nuclei. II. Measuring Geometric Distances and Black Hole Masses of Four Nearby Quasars. Yan-Rong Li et. al. https://arxiv.org/abs/2502.18856

01.07.2025 09:05 โ€” ๐Ÿ‘ 1    ๐Ÿ” 1    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0
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Cosmic Indigestion Is Causing Black Holes to Spit Up Stars After black holes devour stars, sometimes the feast comes back up

MY FIRST EVER ARTICLE FOR SCIENTIFIC AMERICAN IS OUT!!!

It's all about how black holes shred stars and how we discovered that black holes "burp" after eating them, and even includes a black hole called Jetty McJetface! What's not to love? ๐Ÿคฉ

www.scientificamerican.com/article/why-...

๐Ÿ”ญ๐Ÿงช๐ŸŽข

18.06.2025 22:40 โ€” ๐Ÿ‘ 593    ๐Ÿ” 123    ๐Ÿ’ฌ 48    ๐Ÿ“Œ 12
A photo of the slide with the December 2026 release date

A photo of the slide with the December 2026 release date

Finding out about Gaia at #EAS2025Cork! โ˜„๏ธ

Just announced: Gaia DR4 will be released in December 2026!

26.06.2025 14:11 โ€” ๐Ÿ‘ 96    ๐Ÿ” 37    ๐Ÿ’ฌ 1    ๐Ÿ“Œ 1
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Here's a cool spectro and photometry experiment to measure the mass of supermassive black holes from your backyard :) Based on single-epoch estimators in broad-line AGN. ๐ŸŒˆ๐Ÿ”ญ #astrophysics #astronomy #spectroscopy #photometry

guillaumebertrand.notion.site/Estimating-b...

26.06.2025 11:43 โ€” ๐Ÿ‘ 10    ๐Ÿ” 3    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0
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Happy to announce that the line-detector.oca.eu website is now online!
It allows the user to select the stellar type, [M/H], ฮป- range, and resolving power and the page returns:
-purity of the line and minimum S/N required to detect it.
-interactive plot to identify the lines in the spectra

23.06.2025 07:25 โ€” ๐Ÿ‘ 11    ๐Ÿ” 6    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 1
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We found the most distant confirmed galaxy
(some Sergej Boebka vibes ๐Ÿ˜…)

arxiv.org/abs/2505.11263

19.05.2025 06:42 โ€” ๐Ÿ‘ 48    ๐Ÿ” 15    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 6
This cluster of stars is known as Messier 15, and is located some 35,000 light-years away in the constellation of Pegasus (The Winged Horse). It is one of the oldest globular clusters known, with an age of around 12 billion years. This new image is made up of observations from Hubble's Wide Field Camera 3 and Advanced Camera for Surveys in the ultraviolet, infrared, and optical parts of the spectrum. (NASA, ESA)

This cluster of stars is known as Messier 15, and is located some 35,000 light-years away in the constellation of Pegasus (The Winged Horse). It is one of the oldest globular clusters known, with an age of around 12 billion years. This new image is made up of observations from Hubble's Wide Field Camera 3 and Advanced Camera for Surveys in the ultraviolet, infrared, and optical parts of the spectrum. (NASA, ESA)

Figure 1. Comparing two theoretical isochrones we constructed with different ages, MC parameters, distance, and reddening. The observational data for M15 is plotted in the background, with photometric uncertainty estimated from the AS test plotted on the right.

Figure 1. Comparing two theoretical isochrones we constructed with different ages, MC parameters, distance, and reddening. The observational data for M15 is plotted in the background, with photometric uncertainty estimated from the AS test plotted on the right.

This is the globular cluster M15, imaged by Hubble. It's a great target for binoculars or backyard telescopes, in the constellation Pegasus.

Jiaqi Ying et al. measured M15's age with 3% precision. This group of stars formed *immediately* after the Universe did.

arxiv.org/abs/2505.02969

๐Ÿ”ญ๐Ÿงช #stars

07.05.2025 16:13 โ€” ๐Ÿ‘ 232    ๐Ÿ” 35    ๐Ÿ’ฌ 4    ๐Ÿ“Œ 4
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Zooniverse The Zooniverse is the worldโ€™s largest and most popular platform for people-powered research.

Been an exciting week for @galaxyzoo.org - our relaunch with JWST imaging has resulted in highest daily classification rate since March 2020. www.galaxyzoo.org. ๐Ÿ”ญ๐Ÿ‘ฉโ€๐Ÿ”ฌ๐ŸŽ‰

01.05.2025 13:12 โ€” ๐Ÿ‘ 22    ๐Ÿ” 11    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 1
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Stellar Physics Across the HR Diagram with Gaia Gaia Data Release 3 (GDR3) contains a wealth of information to advance our knowledge of stellar physics. In these lecture notes we introduce the data products from GDR3 that can be exploited by the st...

Interested in stellar physics? Orlagh L. Creevey has posted their lecture notes & recorded lecture from a day-long introduction to stellar physics with Gaia!

#astroedu #stellarastro ๐Ÿ”ญ ๐Ÿงช

28.04.2025 06:52 โ€” ๐Ÿ‘ 84    ๐Ÿ” 21    ๐Ÿ’ฌ 1    ๐Ÿ“Œ 1
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The new official paper/poster browser for ICLR 2025 is out.
Enjoy!

iclr2025.vizhub.ai

#iclr #ai #iclr2025

18.04.2025 16:21 โ€” ๐Ÿ‘ 21    ๐Ÿ” 5    ๐Ÿ’ฌ 1    ๐Ÿ“Œ 0
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๐Ÿ“ข New dataset out!

We introduce HypoGen๐Ÿ’ฅ, a dataset of ~5.5K structured problemโ€“hypothesis pairs (Bitโ€“Flipโ€“Spark + Chainโ€‘ofโ€‘Reasoning) to advance LLM-driven scientific ideation๐Ÿ’ก.

Fineโ€‘tuned LLaMA 3.1 8B & R1โ€‘distilled models show significant gains. Humans are still the best๐Ÿฅ‡.

18.04.2025 17:57 โ€” ๐Ÿ‘ 5    ๐Ÿ” 4    ๐Ÿ’ฌ 1    ๐Ÿ“Œ 1
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Excited to announce our new paper as part of our 2^2 week: AstroLLaVA, a vision language model for astronomy that enables natural dialogue with astronomical imagery! Shout out to Sharaf Zaman for leading this work arxiv.org/abs/2504.08583 ๐Ÿ”ญโ˜„๏ธ

16.04.2025 12:17 โ€” ๐Ÿ‘ 7    ๐Ÿ” 3    ๐Ÿ’ฌ 1    ๐Ÿ“Œ 2

Was great fun cooking this up with Sharaf and team! Check out all the code at github.com/UniverseTBD/... and paper at arxiv.org/abs/2504.08583

16.04.2025 12:19 โ€” ๐Ÿ‘ 2    ๐Ÿ” 2    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0

PRIX DE THESE #SF2A 2025: Le conseil de la SF2A a l'honneur de dรฉcerner le prix de thรจse 2025 ร  Giulia Pagnini pour sa thรจse: "L'รฉvolution prรฉcoce et tardive de notre Galaxie ร  travers la lentille des amas globulaires", au laboratoire GEPI, observatoire de Paris, sous la direction de P. Di Matteo.

12.04.2025 06:58 โ€” ๐Ÿ‘ 10    ๐Ÿ” 7    ๐Ÿ’ฌ 1    ๐Ÿ“Œ 0
Their Figure 11, showing the location of blue straggler stars (BSSs) in two of the clusters they study

Their Figure 11, showing the location of blue straggler stars (BSSs) in two of the clusters they study

Their figure 3, showing the changing number of blue stragglers as a function of age. Especially the bottom plot, where it's normalized - it's bumpy!

Their figure 3, showing the changing number of blue stragglers as a function of age. Especially the bottom plot, where it's normalized - it's bumpy!

Nice paper out today by Francisco Carrasco-Varela et al. looking at blue straggler stars in #galactic open and globular clusters! โ˜„๏ธ #stellarastro

These weird stars form in mergers, and in their comprehensive survey they find an increasing fraction with age and multiple 'bumps' over time.

28.03.2025 08:58 โ€” ๐Ÿ‘ 27    ๐Ÿ” 5    ๐Ÿ’ฌ 1    ๐Ÿ“Œ 0
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Euclid Quick Data Release (Q1) Exploring galaxy properties with a multi-modal foundation model Modern astronomical surveys, such as the Euclid mission, produce high-dimensional, multi-modal data sets that include imaging and spectroscopic information for millions of galaxies. These data serve a...

Anyways, here's the paper - it's one of the first big uses of foundation models in astronomy that I'm aware of, and it seems to have worked really well! #extragalactic #astrocode ๐Ÿงช

20.03.2025 11:10 โ€” ๐Ÿ‘ 14    ๐Ÿ” 3    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0
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Follow the reveal of Euclidโ€™s new catalogue on 19 March The European Space Agency is releasing the first catalogue of astronomical data from the Euclid space telescope, including three new enormous image mosaics with zoom-ins. Follow the reveal live on Wed...

~2h to go until @esa.int and the Euclid Consortium release the first 63 degยฒ of #Euclid survey science data plus 34 papers to go with this "Q1"-release.

More here: www.esa.int/Science_Expl...

Press releases and directions for data access will follow at the same time.

#astronomy #space #science

19.03.2025 09:12 โ€” ๐Ÿ‘ 22    ๐Ÿ” 8    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0
Euclid's first deep dive into the Universe
YouTube video by European Space Agency, ESA Euclid's first deep dive into the Universe

โฐ Have you set your alarm for 12:00 CET / 11:00 GMT today?

Be ready to be amazed at the latest treasures uncovered by #ESAEuclid, our #DarkUniverse detective ๐Ÿ•ต๏ธ

Watch this space for details & this link for a video premiere: www.youtube.com/watch?v=rXCB...

๐Ÿ”ญ๐Ÿงช #astrosci

19.03.2025 08:12 โ€” ๐Ÿ‘ 90    ๐Ÿ” 42    ๐Ÿ’ฌ 4    ๐Ÿ“Œ 9