Pith Number

pith:ENF4IWVB

pith:2024:ENF4IWVBHGKE5QGJDMH555YGPI

not attested not anchored not stored refs pending

Label Propagation Training Schemes for Physics-Informed Neural Networks and Gaussian Processes

Dehao Liu, Ming Zhong, Raymundo Arroyave, Ulisses Braga-Neto

arxiv:2404.05817 v1 · 2024-04-08 · 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{ENF4IWVBHGKE5QGJDMH555YGPI}

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	2026-07-05T08:05:59.878671Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

234bc45aa139944ec0c91b0fdef7067a250b3d463e05268eadda4e3f829c5720

Aliases

arxiv: 2404.05817 · arxiv_version: 2404.05817v1 · doi: 10.48550/arxiv.2404.05817 · pith_short_12: ENF4IWVBHGKE · pith_short_16: ENF4IWVBHGKE5QGJ · pith_short_8: ENF4IWVB

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/ENF4IWVBHGKE5QGJDMH555YGPI \
  | 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: 234bc45aa139944ec0c91b0fdef7067a250b3d463e05268eadda4e3f829c5720

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e23c253240af0c4719987344cfdefe306da74ef1ad43cea9645bf678288e5bde",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-04-08T18:41:55Z",
    "title_canon_sha256": "04952ee8566cc2e0296e1a2ebcb44c54bf429fc5f398b9233b59ce9f866a7de6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2404.05817",
    "kind": "arxiv",
    "version": 1
  }
}