Pith Number

pith:AVK6ZOIO

pith:2026:AVK6ZOIOCQEOP3NA2UQ4LXLFDC

not attested not anchored not stored refs pending

A Gated Graph Neural Network Approach to Fast-Convergent Dynamic Average Estimation

Antonio Marino, Claudio Pacchierotti, Paolo Robuffo Giordano

arxiv:2606.20955 v1 · 2026-06-18 · cs.LG · cs.RO

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{AVK6ZOIOCQEOP3NA2UQ4LXLFDC}

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	2026-06-23T01:12:23.165333Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0555ecb90e1408e7eda0d521c5dd6518b8c065178e8efcd85c81f9959672019d

Aliases

arxiv: 2606.20955 · arxiv_version: 2606.20955v1 · doi: 10.48550/arxiv.2606.20955 · pith_short_12: AVK6ZOIOCQEO · pith_short_16: AVK6ZOIOCQEOP3NA · pith_short_8: AVK6ZOIO

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/AVK6ZOIOCQEOP3NA2UQ4LXLFDC \
  | 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: 0555ecb90e1408e7eda0d521c5dd6518b8c065178e8efcd85c81f9959672019d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f222b671de68a0e50c40c7e93e6f6323c464a804c7a2034d2949e8deb1c48d23",
    "cross_cats_sorted": [
      "cs.RO"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-06-18T21:39:33Z",
    "title_canon_sha256": "31698ee51a77b50aeafb821d0acf6605f6ce7be50b0d4b7228caa36b3350aeef"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.20955",
    "kind": "arxiv",
    "version": 1
  }
}