Pith Number

pith:USM7R2MJ

pith:2024:USM7R2MJJI4BI7OJ3SYIO5PDWX

not attested not anchored not stored refs pending

Thermodynamics-Consistent Graph Neural Networks

Alexander Mitsos, Jan G. Rittig

arxiv:2407.18372 v1 · 2024-07-08 · cond-mat.dis-nn · cs.LG · physics.chem-ph

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{USM7R2MJJI4BI7OJ3SYIO5PDWX}

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

Federated Learning from Molecules to Processes: A Perspective

Receipt and verification

First computed	2026-07-05T09:30:19.511219Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a499f8e9894a38147dc9dcb08775e3b5d7bd9212adff2124e7e6f5f6a98150ee

Aliases

arxiv: 2407.18372 · arxiv_version: 2407.18372v1 · doi: 10.48550/arxiv.2407.18372 · pith_short_12: USM7R2MJJI4B · pith_short_16: USM7R2MJJI4BI7OJ · pith_short_8: USM7R2MJ

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/USM7R2MJJI4BI7OJ3SYIO5PDWX \
  | 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: a499f8e9894a38147dc9dcb08775e3b5d7bd9212adff2124e7e6f5f6a98150ee

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8c05c3d2a1a1b11506721561c32ab363e8ee34d18f06a79b5c5b6e05875fdb8a",
    "cross_cats_sorted": [
      "cs.LG",
      "physics.chem-ph"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cond-mat.dis-nn",
    "submitted_at": "2024-07-08T06:58:56Z",
    "title_canon_sha256": "5fd400beece51290125bbf0ccf44126e5b45102e8947eae75da8e185d8048583"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2407.18372",
    "kind": "arxiv",
    "version": 1
  }
}