Oz Amram

@ozamram.bsky.social

Postdoc at Fermilab working on working on particle physics + ML with CMS He/him https://ozamram.github.io/

Very cool new analysis! Due to the crazy data volume, standard data streams throw away >99.99% of collisions at the LHC But what if we didn't have to? For the first time CMS has performed a search using data processed on hardware in real time (40 million / sec) !

CMS Publications@cmspapers.bsky.social · 11mo ago

#CMSPAS: Search for heavy long-lived charged particles with Level-1 Scouting data from proton-proton collisions at √s = 13.6 TeV (CMS-PAS-EXO-25-010) https://cds.cern.ch/record/2943179 #NewPhysics

From the most recent one: "In this letter, we have applied goofy transformations to the SM, thereby also extending them to include the fermion sector. We have shown that all SM interactions are invariant under the appropriate goofy transformations, while the Higgs-mass term is forbidden."

In this letter, we have applied goofy transformations
to the SM, thereby also extending them to include the
fermion sector. We have shown that all SM interactions
are invariant under the appropriate goofy transformations, while the Higgs-mass term is forbidden. Goofy
symmetry can thus provide a new means to solve the
hierarchy problem. Since, unlike shift symmetry, it is
not broken explicitly by SM interactions, goofy symmetry renders a small Higgs mass technically natural in the
’t Hooft sense.
We also explored simple goofy-symmetric extensions of
the SM, including a scalar singlet, vector-like fermions,
and higher-dimensional operators, demonstrating how
massive states can emerge via spontaneous goofy symmetry breaking. A typical prediction would be new states
related to this symmetry breaking, such as a scalar singlet around the TeV scale. This could also furnish a dark
matter candidate.
It would be interesting to explore how further puzzles could be addressed in (extensions of) the goofysymmetric SM. Examples are the generation of a viable
baryon asymmetry (potentially via an enlarged scalar
sector, such as in III A, enhancing the electroweak phase
transition), the strong CP problem, the generation of
small neutrino masses, and the question of grand unification. Finally, also the mathematical foundations of
goofy transformations, including connections to spacetime symmetries, and the mechanism of spontaneous
goofy symmetry breaking should be further scrutinized
on the way of establishing them as a route in model building.Goofy, in awe of the nominative powers of theoretical physics.

Recently came across a petition for CERN to reconsider its relationship to Israel in light of the ongoing genocide in Gaza 1300+ signatures and counting Encourage all my CERN affiliated colleagues to sign!

Welcome to the September/October edition of #CERNCourier In this edition the future meets the past: the ongoing update to the European Strategy for Particle Physics, the outstanding discoveries of 1964, what may be the last chapter of the quarkonia story and much more. Read more: cerncourier.com

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Happy this paper is finally on arxiv! A fun mix of physics (jet substructure) being used to calibrate the performance of ML algorithms (jet taggers) to get proper uncertainties Now a standard CMS tool for interpreting searches for exotic jets, used in multiple analyses

CMS Publications@cmspapers.bsky.social · last yr.

#CMSpaper: A method for correcting the substructure of multiprong jets using the Lund jet plane (arXiv:2507.07775) https://arxiv.org/abs/2507.07775 #Jets

So now it looks g-2, W mass, and R(K) are dead as anomalies Anyone have a favorite alive anomaly? R(D)? X17? (bolstered by recent PADME results 👀) something else??

New paper on arXiv today! arxiv.org/abs/2506.06438 Wouldn't it be nice to fit in high dimensions using a data-driven background estimate? By using generative ML models you can! We showcase this on an example di-Higgs measurement, performing a 5D fit, (can probably go higher with more work)

Data-Driven High-Dimensional Statistical Inference with Generative Models

Crucial to many measurements at the LHC is the use of correlated multi-dimensional information to distinguish rare processes from large backgrounds, which is complicated by the poor modeling of many o...

arxiv.org

Paper day! On a new usage of anomaly detection Our idea is to look for resonances produced with interesting other event activity (X), which you identify with one of the anomaly detection methods we have been using for jets arxiv.org/abs/2504.13249

Weakly supervised anomaly detection with event-level variables

We introduce a new topology for weakly supervised anomaly detection searches, di-object plus~X. In this topology, one looks for a resonance decaying to two standard model particles produced in associa...

arxiv.org

There is currently a call for community input to the update of the European Strategy for Particle Physics. Here is one by early career researchers that highlights the importance of career perspectives and talent development when planning large projects over multiple decades: arxiv.org/abs/2503.19862

Early Career Researcher Input to the European Strategy for Particle Physics Update: White Paper

This document, written by early career researchers (ECRs) in particle physics, aims to represent the perspectives of the European ECR community and serves as input for the 2025--2026 update of the Eur...

arxiv.org

It seems like the magnets needed for FCC-hh could be ready by ~2055 (or even earlier) ?! I had thought the magnets were main reason hh couldn't start until ~2070

Slide showing a timeline for magnet development for FCC-hh