Pith Number

pith:OIY3ATNP

pith:2024:OIY3ATNP4K74Z6SN2IFYA2I6TG

not attested not anchored not stored refs pending

Variational Neural Stochastic Differential Equations with Change Points

Haibei Zhu, Svitlana Vyetrenko, Tucker Balch, Yousef El-Laham, Zhongchang Sun

arxiv:2411.00635 v2 · 2024-11-01 · cs.LG · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{OIY3ATNP4K74Z6SN2IFYA2I6TG}

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	2026-07-05T11:20:47.764402Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7231b04dafe2bfccfa4dd20b80691e99b3a8703e1ed32241380994faadce9933

Aliases

arxiv: 2411.00635 · arxiv_version: 2411.00635v2 · doi: 10.48550/arxiv.2411.00635 · pith_short_12: OIY3ATNP4K74 · pith_short_16: OIY3ATNP4K74Z6SN · pith_short_8: OIY3ATNP

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/OIY3ATNP4K74Z6SN2IFYA2I6TG \
  | 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: 7231b04dafe2bfccfa4dd20b80691e99b3a8703e1ed32241380994faadce9933

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b4eb3900e6a5015eea6a56bdc4100358c5622944156afd462d4e9b7cc5761be4",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-11-01T14:46:17Z",
    "title_canon_sha256": "9f2d94d0011a5ccc447162dfe115143921bb4515eae2701a209bab2a65082e78"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.00635",
    "kind": "arxiv",
    "version": 2
  }
}