Pith Number

pith:Z73FBHUQ

pith:2024:Z73FBHUQDREMTRLQ6DQGXC2Y6B

not attested not anchored not stored refs pending

One flow to correct them all: improving simulations in high-energy physics with a single normalising flow and a switch

Caio Cesar Daumann, Davide Valsecchi, Jan Lukas Sp\"ah, Johannes Erdmann, Massimiliano Galli, Mauro Donega

arxiv:2403.18582 v2 · 2024-03-27 · hep-ph · cs.LG · hep-ex · 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{Z73FBHUQDREMTRLQ6DQGXC2Y6B}

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.

Receipt and verification

First computed	2026-07-05T09:03:50.782663Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

cff6509e901c48c9c570f0e06b8b58f05a4777f7f05d055af923ab289942f5e3

Aliases

arxiv: 2403.18582 · arxiv_version: 2403.18582v2 · doi: 10.48550/arxiv.2403.18582 · pith_short_12: Z73FBHUQDREM · pith_short_16: Z73FBHUQDREMTRLQ · pith_short_8: Z73FBHUQ

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/Z73FBHUQDREMTRLQ6DQGXC2Y6B \
  | 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: cff6509e901c48c9c570f0e06b8b58f05a4777f7f05d055af923ab289942f5e3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "52e81255c94760779450fb3670e48bcf3fc59818606dcc8bc44b14139ac435d7",
    "cross_cats_sorted": [
      "cs.LG",
      "hep-ex",
      "physics.data-an"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "hep-ph",
    "submitted_at": "2024-03-27T14:03:41Z",
    "title_canon_sha256": "8779626a5e61d27df00afe0e687356195f85ea43ec95f729b92824d1a5d8a76b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2403.18582",
    "kind": "arxiv",
    "version": 2
  }
}