Pith Number

pith:5DPCU4IE

pith:2021:5DPCU4IEV5LJDPANM2O736U6N7

not attested not anchored not stored refs pending

Optimising simulations for diphoton production at hadron colliders using amplitude neural networks

Joseph Aylett-Bullock, Ryan Moodie, Simon Badger

arxiv:2106.09474 v2 · 2021-06-17 · hep-ph · cs.AI · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{5DPCU4IEV5LJDPANM2O736U6N7}

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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

1 paper in Pith

Amplitude Uncertainties Everywhere All at Once

Receipt and verification

First computed	2026-07-05T03:10:33.748700Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e8de2a7104af5691bc0d669dfdfa9e6fc5fee9e3046c95d6fd70afb6e02cb900

Aliases

arxiv: 2106.09474 · arxiv_version: 2106.09474v2 · doi: 10.48550/arxiv.2106.09474 · pith_short_12: 5DPCU4IEV5LJ · pith_short_16: 5DPCU4IEV5LJDPAN · pith_short_8: 5DPCU4IE

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/5DPCU4IEV5LJDPANM2O736U6N7 \
  | 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: e8de2a7104af5691bc0d669dfdfa9e6fc5fee9e3046c95d6fd70afb6e02cb900

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "87dc8be0c5fb635f2e33a1f3a2e9f807a407f3b17955e7aaeb4e0af46e89dd3e",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "hep-ph",
    "submitted_at": "2021-06-17T13:24:36Z",
    "title_canon_sha256": "e15dd29aef48c8cc1d7917c4b6917bcb3981f95f4d22d7f4079042d19cc15262"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2106.09474",
    "kind": "arxiv",
    "version": 2
  }
}