Is scale all you need? Or is there still a role for incorporating domain knowledge and inductive bias? While I was in Heidelberg, I took some time to write a short essay on this question called "The Bittersweet Lesson". theoryandpractice.org/2025/09/The%... #HLF25

My partner every time I suggest going to the bookshop because my to-read shelf is looking a bit bare

#MachineLearning + #GravitationalWaveDetectors = Brand new article in #ClassicalAndQuantumGravity. Kudos to @elenacuoco.bsky.social and all the authors!

An article in @physicsworld.bsky.social about our panel discussion on AI and the physical sciences at #HLF25. With @georgemusser.com, Thea Åarrestad, David Silver and Maia Fraser physicsworld.com/a/the-pros-a...

Another article in #MachineLearningHealth 👏🏻🥳

This could be a great way to celebrate #PeerReviewWeek #sapevatelo

Happening soon: panel discussion on AI and the Physical Sciences at #HLF2025 www.heidelberg-laureate-forum.org/forum/12th-h...

Happy #PeerReviewWeek2025 to all those that celebrate! 🥳 #EditorsLife

Classical and Quantum Gravity @ioppublishing.bsky.social is celebrating the 10th anniversary of the first Gravitational Wave detection with a focus issue guest edited by Katerina Chatziioannou and Peter Shawhan: iopscience.iop.org/collections/...

If I were you, I wouldn’t miss it 😊 #MachineLearning

Measuring river surface velocity is essential for estimating river discharge. This study uses a neural operator (NO)-based model, RivNO, to accurately reconstruct missing surface velocities. Read here: ow.ly/wNwG50WVBkg From Xueqin Chen, Hessel Winsemius & Riccardo Taormina #EnvironmentalMonitoring

Celebrating the 5th anniversary in of Journal of Physics: Complexity: ow.ly/PqWk50WP5nu Read the newly published Editorial by our Editor-in-Chief, Professor Ginestra Bianconi (‪@gin-bianconi.bsky.social‬) Highlighting the key role of #ComplexSystems research in #Physics and #Science in general.

Delighted to share this Editorial article by our Editor-in-Chief, Professor Ginestra Bianconi @gin-bianconi.bsky.social , celebrating 5 years of Journal of Physics Complexity!

In preparation for tomorrow, catch up on last year's results published in #MachineLearningScienceandTechnology (@iopp-mlresearch.bsky.social), bit.ly/4nuQu6h. Good luck to all the participants and congratulations to @benblaiszik.bsky.social for organizing this incredible event #machinelearning

I will likely be recruiting a new postdoc early next year, working on protein allostery (can be either method development or applications). Please reach out to my GT email address if interested.

What can #MachineLearningHealth do for you? Bringing you fully accessible research, dedicated to the development and application of #MachineLearning in #Healthcare and the #medical, #biological, #clinical and #HealthSciences. 👉Read the editorial from our EiC, Jimeng Sun: ow.ly/9iUl50WMOo9

Over the past five years, JPhys Complexity has grown into a dynamic platform for interdisciplinary research. Thank you to our authors, reviewers, readers, and editorial board for your continued support and contributions.

Celebrating the 5th anniversary in of Journal of Physics: Complexity with the publication of this Editorial by our Editor-in-Chief, Professor Ginestra Bianconi @gin-bianconi.bsky.social 5 years of Journal of Physics: Complexity doi.org/10.1088/2632... @ioppublishing.bsky.social

#MachineLearningEarth is here for you! MLEarth brings you fully accessible research at the intersection of machine learning and earth and #EnvironmentalSciences. Discover more from our Editor-in-Chief @pierregentine.bsky.social: ow.ly/EGG350WIQvq #earthscience #openaccess #machinelearning

Congratulations to @aspuru.bsky.social and all the members of @thematterlab.bsky.social for this exceptional piece 🥳👏🧪🤖 (We need a new emoji for #SDLs)

Update on the last post about two similar structures differing by ~ 33 kcal/mol. We split intro three fragments and saturated with Hs to check the contribution per fragment. The large total energy difference is explained trivially from a sum of the frag. contribution. 1/3 #compchem

Discover #MachineLearningEngineering Delivering accessible, cutting-edge #research, focused on the development and application of #MachineLearning across #engineering —including theoretical, methodological, and real-world innovations. 🗨️Hear from our Editor-in-Chief Jay Lee: ow.ly/yByW50WFXp6

I know that I shouldn't have a folder on my computer that is the equivalent of a mouldy dumpster, full of random data. But I do 🗑️

Hooray for #MachineLearningHealth! 🤩 Check out our first issue, which includes a #dataset article as well 👏 💊

AI singularity, they said... AGI is here... 🤡 #ChatGPT5 #FelltheAGI

Free-to-read opinion article: Science is evolving, and article formats need to keep up, writes Antigoni Messaritaki of @ioppublishing.bsky.social www.researchprofessionalnews.com/rr-news-euro...

It is a honor to serve this community. Thank you so much for publishing with us, @mathildepapillon.bsky.social 😊 #MachineLearningScienceandTechnology

Our illustrated guide to non-Euclidian ML is finally published! Check it out for ⭐️ gorgeous figures (with new additions!) on topology, algebra, and geometry in the field ⭐️ broken down tables for easy reading ⭐️ accessible text, additional refs, and more iopscience.iop.org/article/10.1...

Very happy to have this beautiful review published in Machine Learning: Science and Technology! @iopp-mlresearch.bsky.social

Calling Machine Learning #Researchers! This free-to-attend, hybrid event will provide you with a global platform to discuss #MachineLearning across #science and #industry, from #Engineering to #Medicine and #HealthScience & #EnvironmentalSciences. Find out more: ow.ly/TJ0650WBk4J #ML4S2025

As somebody who thinks 🍍 belongs on 🍕, I don't see why folks couldn't add butter in cacio&pepe. Call it differently and the problem is solved 😉 (Cheese&Pepper, perhaps?)

Most of MLIPs dont distinguish between spin states, making them unsuitable for open-shell chemistry. We present AIMNet2-NSE (Neural Spin-charge Equilibration), MLIP that incorporates spin-charge equilibration for systems with arbitrary charge and spin. #compchem #skychem chemrxiv.org/engage/chemr...

Hooray for #MachineLearningEarth! 🌎🌍🌏🌲🌳 Our first articles are out 🥳

I always enjoy when #compchem articles get published in #MachineLearningScienceandTechnology 😊 #CompChemSky

If you’re into #MachineLearning and (any flavor of) #engineering, then #MachineLearningEngineering is the right journal for you *wink wink* Always happy to chat about this journal, go have a look at the first issue 😊 🤖🦾

The first issue of #MachineLearningHealth is here!!! Super pumped about the latest developments in #MachineLearning and #medicine (#MedSky), #health, and #healthcare 🏥 go have a look! #EditorsLife

Calling Machine Learning #Researchers! This free-to-attend, hybrid event will provide you with a global platform to discuss #MachineLearning across #science and #industry, from #engineering to #healthcare & #EnvironmentalSciences. Find out more and register here: ow.ly/N97q50WtMUE #ML4S2025

I’m very happy to see this, definitely something that DeepMind should do in this situation.

A nice article by @anilananth.bsky.social on using AI to explore design spaces, find unexpected solutions, (re)discover symmetries, and propose new relationships featuring @yuqirose.bsky.social @mariokrenn.bsky.social & myself. Note AI ≠ LLMs in this piece. www.quantamagazine.org/ai-comes-up-...

"AI Comes Up with Bizarre Physics Experiments. But They Work." by @anilananth.bsky.social @quantamagazine.bsky.social: www.quantamagazine.org/ai-comes-up-... Covering our work with Rana Adhikari @ligo.org on discovering GW detectors & work by @yuqirose.bsky.social & @kylecranmer.bsky.social on ...

⚛️New Review Article out now in #MachineLearningScienceandTechnology on Opportunities in #continual_learning for applications of #machine_learning in #ParticleAccelerators 🤖 Authors from Jefferson Lab; Uni of Houston; SLAC Nat Lab; Oak Ridge Nat Lab Read the Review ➡️ bit.ly/4lzy8Ag

We're excited to announce a second physical location for NeurIPS 2025, in Mexico City, which we hope will address concerns around skyrocketing attendance and difficulties in travel visas that some attendees have experienced in previous years. Read more in our blog: blog.neurips.cc/2025/07/16/n...

EurIPS + ELLIS UnConference is coming to Copenhagen! 🇩🇰

🔍 New insights into reservoir computing! Tuning the activation function can extend the forecast horizon by an order of magnitude. Curvature matters more than you think. Read here👉 bit.ly/44MgPF4 Researchers from @colorado.edu #MachineLearning #ReservoirComputing #TimeSeries #ComplexNetworks

Yesterday, I was on the Larry Meiller Show with host Lee Rayburn to talk about AI for an hour! It is so important that we have public media like WPR to discuss the good and the bad of these important issues. @uwdsi.bsky.social www.wpr.org/shows/larry-...

This week @uwdsi.bsky.social is hosting the @cecamevents.bsky.social Flagship Workshop on Biomolecular Dynamics in the Age of Machine Learning, organized by DSI affiliate @xuhuihuangchem.bsky.social @drgregbowman.bsky.social & Bettina Keller @uwmadisonchem.bsky.social www.cecam.org/workshop-det...

Yay, this is awesome!!!! Go #ML4PS2025, I can't wait to see everybody at the conference 😍🤩 (representing @iopp-mlresearch.bsky.social, of course)

🔎Great new work in #MachineLearningScienceandTechnology ! A multiscale #Bayesian approach that turns few X-rays into comprehensive chemical maps Researchers from @heriotwattuni.bsky.social, EPFL & DQMP, Uni of Geneva Read the full paper ➡️ bit.ly/4lKMwoX #Multiscale #Electron #Microscopy #Denoising

#Datasets and where to find them #MachineLearningScienceandTechnology (but also every journal in the #machinelearning series 😉)