Pith Number

pith:ZHJNBLLX

pith:2025:ZHJNBLLXCDPFGWR6NIEI5X55W2

not attested not anchored not stored refs pending

Learning to Predict Global Atrial Fibrillation Dynamics from Sparse Measurements

Alexander Jenkins, Alexander Sharp, Andrea Cini, Arunashis Sau, Cesare Alippi, Danilo Mandic, Fu Siong Ng, Joseph Barker, Srushti Valasang, Timothy Betts, Tom Wong, Varun Valentine, Xinyang Li

arxiv:2502.09473 v2 · 2025-02-13 · cs.LG · eess.SP

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{ZHJNBLLXCDPFGWR6NIEI5X55W2}

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	2026-07-05T10:14:09.488886Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c9d2d0ad7710de535a3e6a088edfbdb68aba41fda1e6a2863bc1a4cf85164675

Aliases

arxiv: 2502.09473 · arxiv_version: 2502.09473v2 · doi: 10.48550/arxiv.2502.09473 · pith_short_12: ZHJNBLLXCDPF · pith_short_16: ZHJNBLLXCDPFGWR6 · pith_short_8: ZHJNBLLX

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/ZHJNBLLXCDPFGWR6NIEI5X55W2 \
  | 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: c9d2d0ad7710de535a3e6a088edfbdb68aba41fda1e6a2863bc1a4cf85164675

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f2b7ee3df3112c3f4eaba8f773f574101c2a639291f554c202820f7c0fa9d6b3",
    "cross_cats_sorted": [
      "eess.SP"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-02-13T16:36:25Z",
    "title_canon_sha256": "1ec9d720ead1dbcefbe50961d04e5dcdfb6e8e41a20da04490be867c9c0e0d7d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.09473",
    "kind": "arxiv",
    "version": 2
  }
}