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Posts by Lukas Heinrich

Today, the #SnakemakeHackathon2026 at the TU Munich ended with the release of Snakemake 9.17! I want to thank all participants and my co-organizers! You have been incredibly dedicated and we improved a ton of things throughout the ecosystem.

1 month ago 4 1 1 1
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everything new is old

1 week ago 3 0 0 0

Great opportunity !

2 weeks ago 1 0 0 0

2015 ;)

3 weeks ago 1 0 1 0

Very cool talk by @annalenakofler.bsky.social - check it out !

3 weeks ago 2 0 0 0
2025 Conference The Thirty-Ninth Annual Conference on Neural Information Processing Systems

Following the success of the EurIPS and NeurIPS-Mexico City pilots in 2025, we are thrilled to announce two official NeurIPS 2026 satellite events for this year!

These will be held in Paris, France and Atlanta, USA, respectively, running alongside the main venue in Sydney, Australia.

4 weeks ago 70 17 2 4
10. Jahrestreffen der yHEP Association

10. Jahrestreffen der yHEP Association

Vor 10 Jahren haben wir mit einer handvoll Leuten yhep.desy.de gegründet. Heute war der Hörsaal voll gepackt mit mehr als 100 early-career Physiker*innen die über das #WissZeitVG und Nachhaltigkeit in der Wissenschaft informiert wurden und sich vernetzen konnten. #IchBinHanna

1 month ago 3 2 2 0
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The Mythical Agent-Month – Wes McKinney

Wes McKinney on Agents - a lot of this rings very true to me wesmckinney.com/blog/mythica...

1 month ago 0 0 0 0
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Observation of a Rapidly Pulsating Radio Source by A. HEWISH S. J. BELL J. D. H. PILKINGTON P. F. SCOTT R. A. COLLINS Mullard Radio Astronomy Observatory, Cavendish Laboratory, University of Cambridge Unusual signals from pulsating radio sources have been recorded at the Mullard Radio Astronomy Observatory. The radiation seems to come from local objects within the gala‹y, and may be associated with oscillations of white dwarf or neutron stars. In July 1967, a large radio telescope operating at a frequency of 81-5 MHz was brought into use at the Mullard Radio Astronomy Observatory. This instrument was designed to investigate the angular structure of compact radio sources by observing the scintillation caused by the irregular structure of the interplanetary medium'. The initial survey includes the whole sky in the declination range - 08° < 8<44° and this area is scanned once a week. A large fraction of the sky is thus under regular surveillance. Soon after the instrument was brought into operation it was noticed that signals which appeared at first to be weak sporadic interference were repeatedly observed at a fixed declination and right ascension; this result showed that the source could not be terrestrial in origin.

Observation of a Rapidly Pulsating Radio Source by A. HEWISH S. J. BELL J. D. H. PILKINGTON P. F. SCOTT R. A. COLLINS Mullard Radio Astronomy Observatory, Cavendish Laboratory, University of Cambridge Unusual signals from pulsating radio sources have been recorded at the Mullard Radio Astronomy Observatory. The radiation seems to come from local objects within the gala‹y, and may be associated with oscillations of white dwarf or neutron stars. In July 1967, a large radio telescope operating at a frequency of 81-5 MHz was brought into use at the Mullard Radio Astronomy Observatory. This instrument was designed to investigate the angular structure of compact radio sources by observing the scintillation caused by the irregular structure of the interplanetary medium'. The initial survey includes the whole sky in the declination range - 08° < 8<44° and this area is scanned once a week. A large fraction of the sky is thus under regular surveillance. Soon after the instrument was brought into operation it was noticed that signals which appeared at first to be weak sporadic interference were repeatedly observed at a fixed declination and right ascension; this result showed that the source could not be terrestrial in origin.

Jocelyn Bell and Anthony Hewish announced their discovery of a “rapidly pulsating radio source” — what we now refer to as a pulsar — with a paper in @nature.com #OTD in 1968. 🧪 🔭 ⚛️
www.nature.com/articles/217...

1 month ago 45 18 1 0
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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...

I enjoyed reading this thoughtful position piece by
@hogg.bsky.social on "why we do astrophysics" - a lot of these points can naturally be expanded to particle physics and any fundamental science

arxiv.org/abs/2602.10181

2 months ago 3 0 0 0
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TMLR's 2025 annual report! The word of the year is growth: whether it's our number of submissions, published papers, or reviewers, pretty much everything has increased ~50%.

EXCEPT: our review period, which is still shorter than NeurICMLR (91 vs 126 days)

Read on for more! 1/n

2 months ago 22 9 1 1

1/ Happy International Day of #WomenAndGirlsInScience!

To mark the occasion, women from across the @eiroforum.org organisations, including ESO, shared one piece of advice that helped them in their professional journeys 👇

Discover more: www.eiroforum.org/news/eirofor...

2 months ago 40 17 1 0
We reject the proposal of funding up to 20 percent of the construction costs for world-class facilities from FP10. This also applies to investing the cited EU investments for possible ‘moonshots’ (see above) in a potential Future Circular Collider (FCC) at
CERN.

We reject the proposal of funding up to 20 percent of the construction costs for world-class facilities from FP10. This also applies to investing the cited EU investments for possible ‘moonshots’ (see above) in a potential Future Circular Collider (FCC) at CERN.

Very strong language from the German ministry of science to the EU about funding FCC. 🧐

English: www.bmftr.bund.de/SharedDocs/D...
German: www.bmftr.bund.de/SharedDocs/D...

2 months ago 6 2 4 1

Wow - seems to rely a lot of verifiability and curious how one could translate this to HEP and the Neurips bet

2 months ago 4 0 1 0

Roger‘s Statistics Book is a staple among particle physicists - RIP

2 months ago 3 0 0 1

Lots of unsolved problems! Probably one of the biggest ones is to understand what the universe is made of: 85% of matter is completely not understood. By scaling these AI models, we can analyze the data at the LHC much better (equivalent to years of data-taking) and maybe we get closer to an answer.

2 months ago 0 0 0 0

A fascinating corrolary of this work is that it doesn't seem totally out of the question, that we will run out of jets at a hadron collider ;) 4/4

Link to Paper: cds.cern.ch/record/29536...

2 months ago 3 0 0 0

Instead of training on ~300M jets we train on up to 10 Billion(!) jets and see not only performance improve but improve predictably with the ultimate limit seemingly still far away. Now that we have the scaling laws, we can try to start understanding them. 3/4

2 months ago 2 0 1 0
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This paper led by Matthias Vigl, Nicole Hartman and Nikita Pond shows indeed there is still *much* more to gain and that the gain is predictable similar to the scaling laws we've seen in language and vision. 2/4

2 months ago 3 0 1 0
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Scaling Laws in Particle Physics Data! This is a result I've been itching to share and it's finally out. One of the big open questions is how much better AI-based methods at particle colliders can still become. 1/4

2 months ago 16 7 3 0
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An @inspirehep.net HEP mystery: what happened here?

2 months ago 3 0 0 0

Really sad to miss it - just couldn’t get teaching to work out - enjoy !

2 months ago 1 0 0 0

Also this might help?

3 months ago 4 1 0 0

perfect choice! Nice citation, too!

5 months ago 2 0 0 0
LinkedIn This link will take you to a page that’s not on LinkedIn

🚨 Job Alert

We're hiring our first Postdoc to work with us on our @erc.europa.eu Project on Generative AI for Particle Physics.

Check out the details below and don't hesitate to get in touch or spread the word!

Deadline: Nov 30th

inspirehep.net/jobs/3075448

5 months ago 11 9 0 1
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CEPC matures, but approval is on hold – CERN Courier The Circular Electron–Positron Collider (CEPC), a 100-km electron–positron “Higgs factory” proposed in China, has reached the technical-design stage but will not be included for approval or constructi...

CepC proposal will not be included in China’s next 5-year plan

cerncourier.com/cepc-matures...

5 months ago 3 5 0 2
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Seems that #pyhf has finally creeped over the 200 citations on INSPIRE recently. :) 🎉

inspirehep.net/literature?q...

inspirehep.net/literature/1...

Nice little milestone for us all to celebrate, @lukasheinrich.com, @giordonstark.com, @kylecranmer.bsky.social. Cheers!

6 months ago 13 2 0 1
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Applicants with background in exploration of large, complex search spaces are especially invited to encouraged.
Please distribute to potential candidates! @aspuru.bsky.social @kylecranmer.bsky.social @lukasheinrich.com @tuebingen-ai.bsky.social @jenseisert.bsky.social @franknoe.bsky.social

6 months ago 3 1 0 0

The bitter lesson strikes again…

6 months ago 5 0 1 0

Very interesting work by our own @rythian47.bsky.social that I finally understood a bit better recently when he presented it at our MIAPbP workshop. Happy to see this accepted at Neurips!

7 months ago 5 0 0 0