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John Young boosted
John Young boosted

Eggs used to have a round end and a pointy end. I have been noticing, over the past few months, that increasingly I have to really look hard to see which is which. Is someone doing something weird to chickens that increases the symmetry?

John Young boosted

MIT dropped its contract with Elsevier, the huge scientific journal company. Their library instead arranged alternate access to journals and tools for researchers to get them. They’re saving $2 million/year:

sparcopen.org/our-work/big-dea

#academicpublishing #OpenAccess #science #scientificpublishing

John Young boosted

Some lovely news to share this morning: Blue Machine has been shortlisted for the #WainwrightPrize24 for Conservation :)

Hooray for the ocean! We need more people thinking about what the blue of our blue planet really is, rather than seeing it as a mysterious void, or just where the fish live. We are all citizens of an ocean planet and it's time to learn what that really means.

More here: wainwrightprize.com/

John Young boosted
John Young boosted
John Young boosted
John Young boosted
John Young boosted

I nominate Gus Atkinson for God Emperor. Any objections? #cricket

John Young boosted

Prepping for the next Rare Earth (on cultivated meat), & remembered the Mock Turtle in Alice in Wonderland so looked up Mock Turtle Soup. And now I wish I hadn't:

"Mock turtle soup is an English soup that was created in the mid-18th century as an imitation of green turtle soup. It often uses brains and organ meats such as calf's head to duplicate the texture and flavour of the original's turtle meat after the green turtles used to make the original dish were hunted nearly to extinction. "

Ugh

John Young boosted

For astronomers missing #SPIE by coming to #Leiden for Exoplanets 5, you can get your #astroninstrumentation fix by visiting the Boerhaave museum and amongst the science exhibits, you can see several lenses hand ground by the Huygens brothers from the 1600’s 🔭🪐 #astrodon #exo5 rijksmuseumboerhaave.nl/

John Young boosted

Soon the telescope platform at ESO's Paranal Observatory in #Chile will look very different at night: all four of the 8.2 m telescopes of the VLT will be equipped with lasers! This is one of the ongoing upgrades of the GRAVITY+ instrument, which will allow us to study black holes, stars and planets like never before.

Find out more in this great article by current and former ESO communication interns Elena Reiriz Martinez and Tom Howarth: eso.org/public/blog/gravity-le

#astrodon #astronomy #technology

John Young boosted

Astronomers who build instruments and publish in #SPIE journals - please post the preprints on #arXiv as well! #astrodon #astroinstrumentation

John Young boosted

Before I head off on a trip to various parts of not-Barcelona, I thought I’d share a somewhat provocative paper by David Hogg and Soledad Villar. In my capacity as journal editor over the past few years I’ve noticed that there has been a phenomenal increase in astrophysics papers discussing applications of various forms of Machine Leaning (ML). This paper looks into issues around the use of ML not just in astrophysics but elsewhere in the natural sciences.

The abstract reads:

Machine learning (ML) methods are having a huge impact across all of the sciences. However, ML has a strong ontology – in which only the data exist – and a strong epistemology – in which a model is considered good if it performs well on held-out training data. These philosophies are in strong conflict with both standard practices and key philosophies in the natural sciences. Here, we identify some locations for ML in the natural sciences at which the ontology and epistemology are valuable. For example, when an expressive machine learning model is used in a causal inference to represent the effects of confounders, such as foregrounds, backgrounds, or instrument calibration parameters, the model capacity and loose philosophy of ML can make the results more trustworthy. We also show that there are contexts in which the introduction of ML introduces strong, unwanted statistical biases. For one, when ML models are used to emulate physical (or first-principles) simulations, they introduce strong confirmation biases. For another, when expressive regressions are used to label datasets, those labels cannot be used in downstream joint or ensemble analyses without taking on uncontrolled biases. The question in the title is being asked of all of the natural sciences; that is, we are calling on the scientific communities to take a step back and consider the role and value of ML in their fields; the (partial) answers we give here come from the particular perspective of physics

arXiv:2405.18095

P.S. The answer to the question posed in the title is obviously “yes”.

https://telescoper.blog/2024/05/30/is-machine-learning-good-or-bad-for-the-natural-sciences/

#AI #ArtificialIntelligence #arXiv240518095 #Astrophysics #Cosmology #DataScience #deepLearning #MachineLearning

John Young boosted

Coolest video I've seen today: an electronic scanner-paint plotter from 1970!

John Young boosted

Who called it “code review” instead of “objection-oriented programming”

John Young boosted

Well, this seems to be an interesting and unexpected big deal: a new paper suggests that light can evaporate water without actually needing to heat the water up first. And it could sort out a few problems in existing cloud physics:

news.mit.edu/2024/how-light-ca

#physics #water

John Young boosted

Neat! Gaia spots a 33 solar mass black hole in the Milky Way!

cosmos.esa.int/web/gaia/iow_20

BH3 matches what is quite common in our gravitational-wave observations, but had yet to be discovered in our own galaxy

Paper: doi.org/10.1051/0004-6361/2024

#Astrodon

John Young boosted

For anyone who still thinks that biofuels are going to be better than electrification, here's a couple of statistics from the World Resources Institute:

- Producing just 2% of the world's energy needs from liquid biofuel would require agricultural production to increase by another 30% by 2050.
- Even on the best lands, a hectare of modern solar voltaics can generate 40-100 times more usable energy than biomass

Here's how we use our land already.There just isn't room for that.

#climate #energy

John Young boosted

The death of Peter Higgs is sad news. I remember him being in the green room at the Cheltenham Science Festival years ago, and he was so humble and polite to everyone. Dara Ó Briain (the comedian) was there, and he'd brought an empty jam jar with a hand-written label that said "this jar contains 1 Higgs Boson. Certified by... " and he got Peter Higgs to sign the bottom. (apparently that's the average number present). The jam jar made everyone very happy.

theguardian.com/science/2024/a

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