Pith Number

pith:IPY3HCGN

pith:2025:IPY3HCGNANRTLXY3OE2BRONKSU

not attested not anchored not stored refs pending

Fine-tuning machine-learned particle-flow reconstruction for new detector geometries in future colliders

Dolores Garcia, Eric Wulff, Farouk Mokhtar, Javier Duarte, Joosep Pata, Mengke Zhang, Michael Kagan

arxiv:2503.00131 v4 · 2025-02-28 · hep-ex · cs.LG · hep-ph · physics.data-an · physics.ins-det

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{IPY3HCGNANRTLXY3OE2BRONKSU}

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	2026-07-05T11:26:48.501489Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

43f1b388cd036335df1b713418b9aa9527541e005cb08bdaaa1328a7a8319bcf

Aliases

arxiv: 2503.00131 · arxiv_version: 2503.00131v4 · doi: 10.48550/arxiv.2503.00131 · pith_short_12: IPY3HCGNANRT · pith_short_16: IPY3HCGNANRTLXY3 · pith_short_8: IPY3HCGN

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/IPY3HCGNANRTLXY3OE2BRONKSU \
  | 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: 43f1b388cd036335df1b713418b9aa9527541e005cb08bdaaa1328a7a8319bcf

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c6dbaf6687bc8fd802da93f1f477cba30d9bc19a2a2b6cdccd9d51bd62ddbe38",
    "cross_cats_sorted": [
      "cs.LG",
      "hep-ph",
      "physics.data-an",
      "physics.ins-det"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "hep-ex",
    "submitted_at": "2025-02-28T19:16:01Z",
    "title_canon_sha256": "c9d89f779d1b1858f43956c54abba8766eaf41c1c5dcfc2a09079ad8b849711f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2503.00131",
    "kind": "arxiv",
    "version": 4
  }
}