Pith Number

pith:BXRP2INI

pith:2023:BXRP2INI4EY5KLOSJP2DVIAJOH

not attested not anchored not stored refs pending

Predicting Ordinary Differential Equations with Transformers

Alexander Neitz, Giambattista Parascandolo, Michal Klein, Niki Kilbertus, S\"oren Becker

arxiv:2307.12617 v1 · 2023-07-24 · 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{BXRP2INI4EY5KLOSJP2DVIAJOH}

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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

Dualformer: Efficient Feature Extractor for Complex-valued Blind Communication Signal Analysis

Receipt and verification

First computed	2026-07-05T06:33:56.418078Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0de2fd21a8e131d52dd24bf43aa00971e7ec54bc96a907f6a08d34d0963b3b5f

Aliases

arxiv: 2307.12617 · arxiv_version: 2307.12617v1 · doi: 10.48550/arxiv.2307.12617 · pith_short_12: BXRP2INI4EY5 · pith_short_16: BXRP2INI4EY5KLOS · pith_short_8: BXRP2INI

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/BXRP2INI4EY5KLOSJP2DVIAJOH \
  | 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: 0de2fd21a8e131d52dd24bf43aa00971e7ec54bc96a907f6a08d34d0963b3b5f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9026914264eee8c3dea821a4f68e0215cbae127026a95c10662de16792ad40fd",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-07-24T08:46:12Z",
    "title_canon_sha256": "eef410a33c2d4a83a68f907d0c432d054b3476aec9b2e1569af96ab5a7a9f926"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2307.12617",
    "kind": "arxiv",
    "version": 1
  }
}