pith. sign in
Pith Number

pith:ABCA4JEE

pith:2025:ABCA4JEERC6HOSPO4D5GZTVLIS
not attested not anchored not stored refs pending

Learning General Causal Structures with Hidden Dynamic Process for Climate Analysis

Biwei Huang, Guangyi Chen, Ignavier Ng, Kun Zhang, Minghao Fu, Yingyao Hu, Yujia Zheng, Zijian Li

arxiv:2501.12500 v3 · 2025-01-21 · cs.LG · stat.ME

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{ABCA4JEERC6HOSPO4D5GZTVLIS}

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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

1 paper in Pith

Receipt and verification
First computed 2026-06-01T01:02:14.486054Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

00440e248488bc7749eee0fa6cceab4499b971a57fe87969ab59f19ca0a28fe2

Aliases

arxiv: 2501.12500 · arxiv_version: 2501.12500v3 · doi: 10.48550/arxiv.2501.12500 · pith_short_12: ABCA4JEERC6H · pith_short_16: ABCA4JEERC6HOSPO · pith_short_8: ABCA4JEE
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/ABCA4JEERC6HOSPO4D5GZTVLIS \
  | 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: 00440e248488bc7749eee0fa6cceab4499b971a57fe87969ab59f19ca0a28fe2
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "a0f32d7a68d7d2b05ec976a0fa24d91903ec6b0c67ebcb2051f91c439e442c4a",
    "cross_cats_sorted": [
      "stat.ME"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-01-21T21:04:08Z",
    "title_canon_sha256": "fefbad9cb08e0f516305bc0aabf10dd20a4116d1b461be2c004bfa5d7b8ae4d4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.12500",
    "kind": "arxiv",
    "version": 3
  }
}