Pith Number

pith:4DT6ZWSC

pith:2020:4DT6ZWSC75NVEDOFAYP6UOYD64

not attested not anchored not stored refs pending

Graph Neural Networks for Particle Reconstruction in High Energy Physics detectors

(2) FNAL, (3) Caltech, (4) CERN, 5), (5) Carnegie Mellon University, (6) University of Cincinnati, (7) ORNL, (8) SLAC), Adam Aurisano (6), Alexander Zlokapa (3), Aristeidis Tsaris (7), Daniel Murnane (1), Gabriel Perdue (2), Giuseppe Cerati (2), Jean-Roch Vlimant (3), Jim Kowalkowski (2), Joosep Pata (3), Kazuhiro Terao (8), Kevin Pedro (2), Lindsey Gray (2), Maria Spiropulu (3), Nhan Tran (2), Panagiotis Spentzouris (2), Paolo Calafiura (1), Prabhat (1), Sitong An (4, Steven Farrell (1), Thomas Klijnsma (2), Tracy Usher (8) ((1) LBNL, V Hewes (6), Xiangyang Ju (1)

arxiv:2003.11603 v2 · 2020-03-25 · physics.ins-det · hep-ex · physics.comp-ph · physics.data-an

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{4DT6ZWSC75NVEDOFAYP6UOYD64}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

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

2 papers in Pith

Ensemble Distributionally Robust Bayesian Optimisation with Continuous Context

Using Graph Neural Networks for hadronic clustering and to reduce beam background in the Belle~II electromagnetic calorimeter

Receipt and verification

First computed	2026-07-05T05:42:42.912053Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e0e7ecda42ff5b520dc5061fea3b03f713b893b78fa5e8f59b796223825a2055

Aliases

arxiv: 2003.11603 · arxiv_version: 2003.11603v2 · doi: 10.48550/arxiv.2003.11603 · pith_short_12: 4DT6ZWSC75NV · pith_short_16: 4DT6ZWSC75NVEDOF · pith_short_8: 4DT6ZWSC

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/4DT6ZWSC75NVEDOFAYP6UOYD64 \
  | 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: e0e7ecda42ff5b520dc5061fea3b03f713b893b78fa5e8f59b796223825a2055

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2ce3f5f20784c5c72709eacb01229dabba490281ecff9015819c0c9972b18f84",
    "cross_cats_sorted": [
      "hep-ex",
      "physics.comp-ph",
      "physics.data-an"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "physics.ins-det",
    "submitted_at": "2020-03-25T20:01:08Z",
    "title_canon_sha256": "0867015a2bac4ba663b2bec990627629c990dadbc48cce5d7c71da44c14b9649"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2003.11603",
    "kind": "arxiv",
    "version": 2
  }
}