Pith Number

pith:4JIBBSZ2

pith:2018:4JIBBSZ2HRO4FVXIJXEUSWF2TQ

not attested not anchored not stored refs pending

Machine Learning in High Energy Physics Community White Paper

Aaron Sauers, Aashrita Mangu, Adam Aurisano, Adrian Bevan, Alessandra Forti, Alexander Kurepin, Alexander Radovic, Alexei Klimentov, Amir Farbin, Andrea De Simone, Andrey Ustyuzhanin, Antonio Limosani, Ariel Schwartzman, Attilio Picazio, Aurelius Rinkevicius, Benedikt Hegner, Ben Hooberman, Bjorn Burkle, Bob Stienen, Claire David, Conor Fitzpatrick, Daniele Bonacorsi, Dario Menasce, David Rousseau, Dick Greenwood, Dorian Kcira, Douglas Davis, Dustin Anderson, Eduardo Rodrigues, Elias Coniavitis, Eli Upfal, Emanuele Usai, Federico Carminati, Fernanda Psihas, Filip Siroky, Gabriel Perdue, Gaurav Kaul, Giles Strong, Gilles Louppe, Gordon Watts, Graeme Stewart, Hans Pabst, Harrison Prosper, Harvey Newman, Helge Meinhard, Horst Severini, Ian Stockdale, Igor Lakomov, Ilija Vukotic, Jamal Rorie, Javier Duarte, Jean-Roch Vlimant, Jim Kowalkowski, Jim Pivarski, Jochen Gemmler, Johannes Junggeburth, John Anderson, John Harvey, Jonas Eschle, Jonas Graw, Jordi Garra-Tico, Juan Pedro Araque Espinosa, Justin Vasel, Karen Tomko, Kevin Lannon, Kim Albertsson, Konstantin Kanishchev, Konstantin Skazytkin, Kun Yang, Kyle Cranmer, Laurent Basara, Lindsey Gray, Lorenzo Moneta, Louis Capps, Lukas Heinrich, Luke Kreczko, Manfred Paulini, Maria Girone, Mario Campanelli, Mario Lassnig, Mark Neubauer, Martin Erdmann, Martin Vala, Matthew Feickert, Mauro Verzetti, Meghan Kane, Michael Andrews, Michael Kagan, Michael Williams, Michela Paganini, Michele Floris, Mike Sokoloff, Narain Meenakshi, Nicolas K\"ohler, Nuno Filipe Castro, Omar Zapata, Paolo Calafiura, Paul Glaysher, Paul Seyfert, Pere Mato, Piero Altoe, Przemys{\l}aw Karpi\'nski, Rob Kutschke, Ryan Reece, Savannah Thais, Sean-Jiun Wang, Sergei Gleyzer, Seth Moortgat, Sofia Vallecorsa, Stefano Carrazza, Stefan Wunsch, Steven Schramm, Sydney Otten, Taylor Childers, Thomas Hacker, Thomas Keck, Tobias Golling, Ulrich Heintz, Uzziel Perez, Valentin Kuznetsov, Vladimir Gligorov, Wahid Bhimji, Wei Sun, Wenjing Wu, Xavier Vilas\'is-Cardona, Yann Coadou, Yi-Fan Chen, Zahari Kassabov

arxiv:1807.02876 v3 · 2018-07-08 · physics.comp-ph · cs.LG · hep-ex · stat.ML

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{4JIBBSZ2HRO4FVXIJXEUSWF2TQ}

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Record completeness

1 Bitcoin timestamp

2 Internet Archive

3 Author claim open · sign in to claim

4 Citations open

5 Replications open

✓ Portable graph bundle live · download bundle · merged state

The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.

Cited by

6 papers in Pith

Improving robustness of jet tagging algorithms with adversarial training: exploring the loss surface

Deep Neural Networks for Heavy Lepton-Flavor-Violating Higgs Searches at the LHC

RooAgent: An LLM Agent for Root-Based High Energy Physics Analysis

E-PCN: Jet Tagging with Explainable Particle Chebyshev Networks Using Kinematic Features

Enhanced sensitivity to the $H \to Z\gamma \to \ell^+\ell^-\gamma$ decay at the LHC using machine learning and novel kinematic observables

Receipt and verification

First computed	2026-05-17T23:46:04.083425Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e25010cb3a3c5dc2d6e84dc94958ba9c3e2fefa9dbb0e654812e16db2452e7bc

Aliases

arxiv: 1807.02876 · arxiv_version: 1807.02876v3 · doi: 10.48550/arxiv.1807.02876 · pith_short_12: 4JIBBSZ2HRO4 · pith_short_16: 4JIBBSZ2HRO4FVXI · pith_short_8: 4JIBBSZ2

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/4JIBBSZ2HRO4FVXIJXEUSWF2TQ \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: e25010cb3a3c5dc2d6e84dc94958ba9c3e2fefa9dbb0e654812e16db2452e7bc

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "de2aa2d85dd1d8ac7099a028c5236f273e0dc7a77d4eeb4e213d575cebb832fa",
    "cross_cats_sorted": [
      "cs.LG",
      "hep-ex",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "physics.comp-ph",
    "submitted_at": "2018-07-08T20:20:19Z",
    "title_canon_sha256": "83abce0d1de17ae4cd67120ea184c9b74f44ab12c205a322c6b6dbb5fd788a0b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1807.02876",
    "kind": "arxiv",
    "version": 3
  }
}