Simon Schnake @simon_schnake
Machine Learning / Particle Physics PhD Candidate @ DESY Joined June 2015-
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Not a pyramid scheme, but a new approach to using Deep Generative Models for Calorimeter Simulation: The Calorimeter Pyramid by Simon Schnake (@simon_schnake) at #EuCAIFCon24
📢📢📢A new #PhD position in my group at @unihh: You get to build new anomaly detection tools (e.g. smarter versions of 2109.00546) & run them on data collected by the @CMSExperiment Details & application at: uni-hamburg.de/stellenangebot… Please consider sharing. #AcademicJobs
Just released a script for easier bibtex citation! 🚀 It adds BibTeX entries from ArXiv IDs or DOIs, prioritizes InspireHEP, and checks for duplicates. #BibTeX #InspireHEP 📚💼 gist.github.com/simonschnake/5…
Sorry for silence recently, busy hosting #ML4Jets in Hamburg. Thanks for all the seriously excellent developments on AI applied to particle physics (& beyond) Not going to summarize the 133 (!) contributions here, but you can check out the slides: indico.cern.ch/event/1253794
Branches of a Tree: Taking Derivatives of Programs with Discrete and Branching Randomness in High Energy Physics arxiv.org/abs/2308.16680 This was a fun paper with @lukasheinrich_
New paper out! Its on using #diffusion models to generate calorimeter showers 🧵 arxiv.org/abs/2308.03876
Tidier.jl 1.0.0 is now on the #JuliaLang registry. It’s 𝘧𝘪𝘯𝘢𝘭𝘭𝘺 a meta-package. It re-exports TidierData.jl, TidierPlots.jl, TidierCats.jl, TidierDates.jl, and TidierStrings.jl. github.com/TidierOrg/Tidi…
So cool to see this! @paltmey obtains error bars on the predictions of SymbolicRegression.jl by wrapping the regressor object with ConformalPrediction.jl. Gotta love modularity!
So cool to see this! @paltmey obtains error bars on the predictions of SymbolicRegression.jl by wrapping the regressor object with ConformalPrediction.jl. Gotta love modularity!
Best poster award
Particle physicists are building innovative machine-learning algorithms to enhance Monte Carlo simulations with the power of AI. 🤖 🔗 Read more: symmetrymagazine.org/article/will-a…
Just-in-time compiled languages are not supposed to be this fast at startup... The speed of the upcoming Julia update is ridiculous. (Julia 1.10-alpha vs. Python 3.11)
The final contribution is from Simon Schnake presenting CaloPointFlow.
Theorists looking for a sign error
Theorists looking for a sign error
Adelaide Ruggiero @adela_ruggi
60 Followers 5K Following
Baran Hashemi @Rythian47
483 Followers 4K Following Postdoc at ORIGINS Cluster | @TU_Muenchen , Ex @LMU_Muenchen, #AI4Science, #AI4Math
Marta Calip @calip_mar
48 Followers 5K Following
Volker K. @quantenvog.. @quantenvogel
180 Followers 1K Following Mastodon account: @[email protected] • PhD candidate in quantum physics @ISTAustria • Topological phases • Statistical physics • #firstgen 🏳️🌈
David Rousseau @dhpmrou
1K Followers 1K Following Particle Physicist at @IJClab @ATLASexperiment at @CERN. #Higgs, AI, ML and sw. Organized @trackmllhc @kaggle challenge in 2018-2019 after #higgsml in 2014
Sherie Willing @SherieWill22465
16 Followers 3K Following
INSPIRE HEP @inspirehep
6K Followers 372 Following INSPIRE - the information management system for High Energy Physics
Inge Schnake @Koenigstochter0
16 Followers 93 Following
Anna @Annabinc
6 Followers 126 Following
Peter Steinbach @psteinb_
1K Followers 929 Following Helmholtz AI Consultants Team Lead for Matter Research @HZDR_Dresden. Opinions are my own.
Ida @brooks13ida
178 Followers 3K Following
WhereareyouSUSY @SusyWhereareyou
101 Followers 662 Following PhD student. QCD, EWZjj & @CMSExperiment 1st gen. Cybersec nerd. Heavy reader. Coffee lover. @EdinburghUni alumni She / Her @desy / @unihh Views my own.
Pietro Vischia @pietrovischia
844 Followers 2K Following Bayesian statistics and machine learning (@MODECollaborat1, sometimes @CMSExperiment). Passionate about spreading scientific culture. My own views.
Oz Amram @OzAmram
630 Followers 1K Following Postdoc at @Fermilab working on @CMSExperiment. Tweets are 50% particle physics, 15% ML and 35% everything else. He/him
MicheleFG @MicheleFaucciG
45 Followers 151 Following
Claudius Krause @ClaudiusKrause
155 Followers 170 Following Researcher in High-Energy Physics and Machine Learning
Stephan Roche @StephanSroche
10K Followers 4K Following Physicist - ICREA Research Prof. @icreacommunity @icn2nano @_BIST @ls_quant #quantumtechnologies #quantumcomputing #TopologicalMatter #spintronics #graphene
Lightly @LightlyAI
568 Followers 1K Following Improve machine learning models by curating vision data
Jens Eisert @jenseisert
21K Followers 6K Following Scientist, professor of quantum physics at @FU_Berlin and affiliated with @HZBde and @FraunhoferHHI. @ERC_Research fellow.
Tobias Quadfasel @tobi_quatsch
105 Followers 318 Following Ph.D. Student at University of Hamburg Interested in High Energy Physics, Machine Learning and Anomaly Detection.
Machine Learning: Sci.. @MLSTjournal
9K Followers 10K Following A multidisciplinary, #openaccess journal devoted to the application and development of #machinelearning for the sciences. Published by @IOPPublishing.
Engin Eren @eren_mlops
506 Followers 587 Following Staff Scientist @Desy || PhD. in Physics. || Amateur Goalkeeper
sarja Darboe @sarja_darboe
5 Followers 158 Following
Lukas Heinrich @lukasheinrich_
2K Followers 2K Following HEP/ML/Data Science Prof @TU_Muenchen @[email protected]
Gregor Kasieczka @GregorKasieczka
923 Followers 502 Following Professor for Machine Learning in Particle Physics @quunihh @unihh | Searching for new physics with @CMSExperiment | @dfg_public Emmy Noether Group | He/Him
Lautaro Vergara🏑 �.. @VergaraLautaro
7K Followers 609 Following Physicist. Too many interesting things to learn, too few time. Born at 316.91 ppm Also: @VergaraLautaro@maths🐘.xyz RT is no endorsement (necessarily)
Cecilia Clementi @CecClementi
1K Followers 138 Following Scientist & Scuba Diver - I love theoretical physics, sharks, and pygmy seahorses - https://t.co/NWP7uoHg2a
Christoph Weniger @C_Weniger
2K Followers 1K Following Assoc. professor of Theoretical Physics @GRAPPAinstitute, PhD @ DESY/Hamburg, trains neural networks to study the dark Universe, https://t.co/Oe6kL9Qa9s
Jacopo Bertolotti @j_bertolotti
20K Followers 504 Following Associated Professor of Physics @UniofExeter. #PhysicsFactlet. He/lui/on. All opinions are my own fault. Now also on @[email protected]
Gabriel Peyré @gabrielpeyre
92K Followers 449 Following @CNRS researcher at @ENS_ULM. One tweet a day on computational mathematics.
Frank Nielsen @FrnkNlsn
23K Followers 1K Following Machine Learning & AI, Information Sciences & Information Geometry, Distances & Statistical models, HPC. "Geometry defines the architecture of spaces" @SonyCSL
Julia Harz @HarzJulia
824 Followers 300 Following Professor @uni_mainz for early universe particle cosmology. Curious about the reason for our existence and the dark side of the Universe. Opinions my own.
Fabian Theis @fabian_theis
29K Followers 446 Following Computational biologist @HelmholtzMunich, prof @TU_Muenchen & associate PI @sangerinstitute. Dad of 4 and mountain lover. Department news, see @CompHealthMuc
INSPIRE HEP @inspirehep
6K Followers 372 Following INSPIRE - the information management system for High Energy Physics
Phillip Lippe @phillip_lippe
2K Followers 426 Following PhD student at @UvA_Amsterdam (@quvalab), @GoogleDevExpert JAX/Flax | Prev.: Intern @GoogleDeepMind, @MSFTResearch
David Rousseau @dhpmrou
1K Followers 1K Following Particle Physicist at @IJClab @ATLASexperiment at @CERN. #Higgs, AI, ML and sw. Organized @trackmllhc @kaggle challenge in 2018-2019 after #higgsml in 2014
François Charton @f_charton
2K Followers 20 Following AI for mathematics and theoretical physics FAIR, Meta
François Rozet @FrancoisRozet
202 Followers 52 Following PhD student in deep learning applied to inference problems in large-scale dynamical systems (oceans, atmospheres, ...) under the supervision of Prof. @glouppe.
Simone Scardapane @s_scardapane
8K Followers 673 Following I fall in love with a new #machinelearning topic every month 🙄 Tenure-track Ass. Prof. @SapienzaRoma | Previously @iaml_it @SmarterPodcast | @GoogleDevExpert
Thorsten Ohl @thomega
632 Followers 724 Following Doing and teaching theoretical (particle) physics. ocaml user since it was called caml special light.
Guillaume Lample @GuillaumeLample
37K Followers 648 Following Cofounder & Chief Scientist https://t.co/hLfvKLkFHd (@MistralAI). Working on LLMs. Ex @MetaAI | PhD @Sorbonne_Univ_ | MSc @CarnegieMellon | X11 @Polytechnique
Tri Dao @tri_dao
19K Followers 365 Following Incoming Asst. Prof @PrincetonCS, Chief Scientist @togethercompute. Machine learning & systems.
Mediendienst Integrat.. @MDIntegration
9K Followers 3K Following *Infoservice für Journalist*innen zu Flucht, Migration, Rassismus, Antisemitismus, Rechtsextremismus *Pressegespräche/Workshops/Experten-&Interview-Vermittlung
Simon Prince @SimonPrinceAI
9K Followers 333 Following Professor of Computer Science, University of Bath
Baran Hashemi @Rythian47
483 Followers 4K Following Postdoc at ORIGINS Cluster | @TU_Muenchen , Ex @LMU_Muenchen, #AI4Science, #AI4Math
Atılım Güneş Bayd.. @atilimgunes
2K Followers 4K Following Lecturer @UniofOxford — Machine learning, probabilistic and differentiable programming, simulation-based inference, physical sciences
ELLIS Unit Jena @Ellis_Unit_Jena
843 Followers 529 Following We focus on developing and applying #AI #ML in earth system, climate and environmental research. @ELLISforEurope
Wieland Brendel @wielandbr
3K Followers 186 Following Machine Learning Group Leader at Max Planck Institute for Intelligent Systems (@MPI_IS), co-founder of @layer7ai, co-initiator of @BWKI10.
Helmholtz AI @helmholtz_ai
4K Followers 288 Following Helmholtz Artificial Intelligence Cooperation Unit Research-driven hub for applied #AI & #ML Democratising AI across @helmholtz_en
Kostas Nikolopoulos @kostas_nikolop
598 Followers 381 Following Particle physicist @unibirmingham; studying #Higgs boson with @ATLASexperiment and searching for #DarkMatter with NEWS-G! Interest: #sciart and #STEM education
pyhf - python HistFac.. @pyhf_
136 Followers 20 Following
Gabriele Corso @GabriCorso
4K Followers 637 Following PhD student @MIT • Research on Generative Models and Geometric Deep Learning for Biophysics • BA @CambridgeUni • Former @TwitterResearch, @DEShawGroup and @IBM
Maurice Weiler @maurice_weiler
3K Followers 989 Following AI researcher with a focus on geometric DL and equivariant CNNs. PhD with Max Welling. Master's degree in physics.
Alex Tong @AlexanderTong7
836 Followers 520 Following Postdoc at Mila studying cell dynamics with Yoshua Bengio. I work on generative modeling and apply this to cells and proteins.
Kilian Fatras @FatrasKilian
739 Followers 599 Following ML research scientist @DreamFoldAI. Generative models & protein design. Ex-@Mila_Quebec. Open-source code: https://t.co/fRqTrhXOtR
Richard Sutton @RichardSSutton
26K Followers 37 Following Student of mind and nature, libertarian, chess player, cancer survivor. @ Keen Technologies, UAlberta, Amii, RLAI, The Royal Society, RichSutton.eth
Pim de Haan @pimdehaan
1K Followers 218 Following Machine learning researcher at University of Amsterdam and Qualcomm AI Research
Jane Wang @janexwang
36K Followers 430 Following Staff research scientist at DeepMind. AI and neuro. Former physicist, current human. https://t.co/jVR7w1pUOQ
Sander Dieleman @sedielem
50K Followers 2K Following Research Scientist at Google DeepMind. I tweet about deep learning (research + software), music, generative models (personal account).
jean-roch @vlimant
197 Followers 209 Following
Torben Ferber @torbenferber
178 Followers 221 Following he/him/Dr, Professor at KIT (@KITKarlsruhe), Dark Matter Hunter 👾 (@belle2collab, @belle2germany, #LUXE, #SHADOWS), Cave Diver, Thoughts expressed are my own
Bahram Shakerin @BahramShakerin
3K Followers 371 Following PhD in hep-th/ph. Interested in Theoretical Physics, Fundamental Physics, Philosophy, Art & Aesthetics. I am an Existentialist. #QuantumGravity
Patrick Koppenburg �.. @PKoppenburg
8K Followers 986 Following @_nikhef physicist on @lhcbexperiment at @CERN. 🐧📷🎓💻💫. H/EW/t factory WG convener at #ECFA. 🍃🇨🇭🗳️: @PKoppenburgCH 🟦: https://t.co/yj052Zld0y…
Alfredo Canziani @alfcnz
86K Followers 268 Following Musician, math lover, cook, dancer, 🏳️🌈, and an ass prof of Computer Science at New York University
Shane Legg @ShaneLegg
51K Followers 58 Following Co-founder and Chief AGI Scientist, Google DeepMind
Jascha Sohl-Dickstein @jaschasd
19K Followers 625 Following Member of the technical staff @ Anthropic. Most (in)famous for inventing diffusion models. AI + physics + neuroscience + dynamics.
Sepp Hochreiter @HochreiterSepp
10K Followers 395 Following Pioneer of Deep Learning and known for vanishing gradient and the LSTM. I mostly tweet about random ArXiv papers which sparked my interest.
NNAISENSE @nnaisense
4K Followers 13 Following Building AI for the Physical World. Roots at the Swiss AI lab IDSIA.Recent Advances in Deep Generative Models for Calorimeter Simulation, presented by Thorsten Buss at #EuCAIFCon24
Also featuring the #CaloChallenge! (Yes, the write-up will come later this year!) #EuCAIFCon24 #HEPML
Next up at #EuCAIFCon24, Gregor Kasieczka (@GregorKasieczka ) talking about Experimental Particle Physics and AI.
Not a pyramid scheme, but a new approach to using Deep Generative Models for Calorimeter Simulation: The Calorimeter Pyramid by Simon Schnake (@simon_schnake) at #EuCAIFCon24
Heading to Amsterdam to give the final keynote talk at this conference focusing on AI for fundamental physics.
🎺 We are proud to announce the first European AI for fundamental physics conference, EuCAIFCon 2024 (30 April - 3 May 2024, Amsterdam). The aim of this event is to establish new connections between AI activities across various branches of fundamental physics.
Lot of stuff I disagree with re: HEP with @skdh, but a lot of the points raised here ring true. A Stockholm-Frankfurt commute (with kids!) is mind-bending
How I fell out of love with academia (this video was an accidental publication/scheduling blunder😬😬 but well uh, happy Friday I guess) youtube.com/watch?v=LKiBlG…
German PhD students and junior postdocs: I'm eligible to host Feodor Lynen Fellows at @HEPHY3 in Vienna. Check out the event below to learn more about this fellowship
Die @AvHStiftung bietet nun auch Informationsverantstaltungen rund um ihre Programme an 🥳 Morgen geht's los mit dem Feodor-Lynen-Forschungsstipendium: humboldt-foundation.de/vernetzen/vera…
Wrote an article & video teaser explaining our new result 🙂 cms.cern/news/can-ai-fi…
Could #AI discover new fundamental particles on its own?🤔 Researchers from CMS unleashed AI algorithms to scan through their data without human guidance on what they are looking for. Did they find anything humans had missed? Read more to find out cms.cern/news/can-ai-fi… #Moriond
So proud of our team, especially PhDs @OzAmram (now postdoc) @tobi_quatsch, @softcollinear, Manuel Sommerhalder, and Aritra Bal. This was a massive amount of work! Machine Learning powered anomaly detection for searches is here to stay!
#CMSPAS: Model-agnostic search for dijet resonances with anomalous jet substructure in proton-proton collisions at √s = 13 TeV (CMS-PAS-EXO-22-026) cds.cern.ch/record/2892677 #Moriond #NewPhysics
By accident stumbled on the earliest entry on @inspirehep This Isaac Newton guy does not seem to be very relevant.
🎉🎉Out now: OmniJet-α: The first cross-task foundation model for particle physics (2403.05618) Transfer from generative pre-training to supervised classification improves data efficiency by 2-3 orders of magnitude! Thanks to hard work by @joschka_birk & AnnaH @quunihh @UHHMIN
Getting things into production is hard work and takes a long time, but in the end is also the thing that has impact. Nice to see this out @glouppe
Very proud to sign my first paper with @ATLASexperiment on "Deep Generative Models for Fast Photon Shower Simulation in ATLAS"! This project actually began in 2017, way before generative AI was cool. It is a relief to see it finally published 🤖 link.springer.com/article/10.100…
This is a huge step - the LHC experiments are slowly opening up more & more. ATLAS is also slated to release Open Data in the near future.
LHCb releases the entire Run I dataset at #LHCb, #LHC, #CERN, see lhcb-outreach.web.cern.ch
🎉🎉 Finally opened registrations and abstract submission for our little LLMs in Physics (LIPS) workshop in Hamburg. indico.desy.de/event/38849/ov… (Bonus: Album cover interepretations of the Higggs boson discovery below)
Had a great time teaching generative models at the COFI school in Puerto Rico 🇵🇷 Don't usually post too many photos, but this might be a justified exception Program & slides at: indico.cern.ch/event/1299889/ With many thanks to the organisers @Michael_A_Kagan, Kevin, and Mayda!
Sorry for silence recently, busy hosting #ML4Jets in Hamburg. Thanks for all the seriously excellent developments on AI applied to particle physics (& beyond) Not going to summarize the 133 (!) contributions here, but you can check out the slides: indico.cern.ch/event/1253794
🎉🎉 New paper on arxiv (2310.09335) on uncertainty quantification. Result of a nice @DASHHPhD collaborative project with excellent colleagues from math. Still culture shocked by the fact that math papers don't seem to do conclusion but end in proofs.
I started my lecture series about Machine Learning at the physics faculty of @tudresden_de. The first lecture was hands-on. Guess what I did? @Tiana_Athriel @helmholtz_ai
📢📢 New on arXiv: 'Full Phase Space Resonant Anomaly Detection' (2310.06897) A nice side effect of recent better generative models for HEP data is that we can now learn and interpolate in much higher dimensions, improving anomaly detection
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