Pith Number

pith:CGXFBPFA

pith:2022:CGXFBPFA3GUUR4KZHM7ILZ4MHS

not attested not anchored not stored refs pending

Neural Generalized Ordinary Differential Equations with Layer-varying Parameters

Duo Yu, Hongyu Miao, Hulin Wu

arxiv:2209.10633 v1 · 2022-09-21 · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{CGXFBPFA3GUUR4KZHM7ILZ4MHS}

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.

Cited by

1 paper in Pith

Weight-Parameterization in Continuous Time Deep Neural Networks for Surrogate Modeling

Receipt and verification

First computed	2026-07-05T05:00:04.672916Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

11ae50bca0d9a948f1593b3e85e78c3cafd1d6e1f9617beac1fa5649ab09cf56

Aliases

arxiv: 2209.10633 · arxiv_version: 2209.10633v1 · doi: 10.48550/arxiv.2209.10633 · pith_short_12: CGXFBPFA3GUU · pith_short_16: CGXFBPFA3GUUR4KZ · pith_short_8: CGXFBPFA

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/CGXFBPFA3GUUR4KZHM7ILZ4MHS \
  | 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: 11ae50bca0d9a948f1593b3e85e78c3cafd1d6e1f9617beac1fa5649ab09cf56

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "55bb61c1030fdfe8e90716401338f037071a5fe2689dcb8309370f8922e9ee9f",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-09-21T20:02:28Z",
    "title_canon_sha256": "4537ab5a356eaab4a3a119489dd6e3f3b53b1b6b7efee7f5f01ff31694193db4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2209.10633",
    "kind": "arxiv",
    "version": 1
  }
}