Pith Number

pith:VU5OZ3K2

pith:2022:VU5OZ3K2SELXU4EWQLHZGSWARZ

not attested not anchored not stored refs pending

An unfolding method based on conditional Invertible Neural Networks (cINN) using iterative training

Anja Butter, Bogdan Malaescu, Mathias Backes, Monica Dunford

arxiv:2212.08674 v3 · 2022-12-16 · 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{VU5OZ3K2SELXU4EWQLHZGSWARZ}

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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

2 papers in Pith

Local Conformal Predictions for Calibrated Surrogates

Reweighting Adversarial Networks for Unbinned Unfolding

Receipt and verification

First computed	2026-07-05T07:32:16.232526Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ad3aeced5a91177a709682cf934ac08e4ee6da4547ca707e43cf148824459e3d

Aliases

arxiv: 2212.08674 · arxiv_version: 2212.08674v3 · doi: 10.48550/arxiv.2212.08674 · pith_short_12: VU5OZ3K2SELX · pith_short_16: VU5OZ3K2SELXU4EW · pith_short_8: VU5OZ3K2

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/VU5OZ3K2SELXU4EWQLHZGSWARZ \
  | 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: ad3aeced5a91177a709682cf934ac08e4ee6da4547ca707e43cf148824459e3d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0de0abf278a59f4806064a22a2453b2ba105662ac62819558d51f459a82cf8f7",
    "cross_cats_sorted": [
      "cs.LG",
      "hep-ex",
      "physics.data-an"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "hep-ph",
    "submitted_at": "2022-12-16T19:00:05Z",
    "title_canon_sha256": "60139bf5d26c4e84ed1b3c293563df074b62bd8e3b8a2180ca670b585e6895aa"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2212.08674",
    "kind": "arxiv",
    "version": 3
  }
}