Pith Number

pith:CZCDU2I2

pith:2019:CZCDU2I2EZR7ACU2I43GLLYOQY

not attested not anchored not stored refs pending

The Machine Learning Landscape of Top Taggers

A. Butter, A. Lister, B. M. Dillon, B. Nachman, C. Gay, D. A. Faroughy, D. Debnath, D. Shih, E. M. Metodiev, G. Kasieczka (ed), H. Qu, J. F. Kamenik, J. M. Thompson, J. Pearkes, K. Cranmer, K. Nordstrom, L. Gouskos, L. Moore, M. Fairbairn, M. Rieger, P. T. Komiske, S. Leiss, S. Macaluso, S. Varma, T. Plehn (ed), W. Fedorko, Y. Rath

arxiv:1902.09914 v3 · 2019-02-26 · hep-ph

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{CZCDU2I2EZR7ACU2I43GLLYOQY}

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

7 papers in Pith

What Do Lorentz-Equivariant Jet Taggers Learn?

Machine learning fully hadronic events with spectral functions

IAFormer: Interaction-Aware Transformer network for collider data analysis

Probing SMEFT Operators through $t\bar{t}t\bar{t}$ Production with Hyper-Graph Neural Networks at the LHC

OmniMol: Transferring Particle Physics Knowledge to Molecular Dynamics with Point-Edge Transformers

Receipt and verification

First computed	2026-07-04T23:50:37.373321Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

16443a691a2663f00a9a473665af0e863a8cb82b5c01b321f57ee3cecb5fbef1

Aliases

arxiv: 1902.09914 · arxiv_version: 1902.09914v3 · doi: 10.48550/arxiv.1902.09914 · pith_short_12: CZCDU2I2EZR7 · pith_short_16: CZCDU2I2EZR7ACU2 · pith_short_8: CZCDU2I2

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/CZCDU2I2EZR7ACU2I43GLLYOQY \
  | 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: 16443a691a2663f00a9a473665af0e863a8cb82b5c01b321f57ee3cecb5fbef1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "694ae3df0c07b7bf067cd1b788be15cb36724dfc52294e3929cd637d2fe4d3c9",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "hep-ph",
    "submitted_at": "2019-02-26T13:13:03Z",
    "title_canon_sha256": "c53d42f1b2bb7df02b981fe5bdd5d4b5d9a53f337ded111ee881be1b4bb63053"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1902.09914",
    "kind": "arxiv",
    "version": 3
  }
}