Pith Number

pith:XCBXBQBZ

pith:2024:XCBXBQBZH7TJHOBQHUMXPNDKMP

not attested not anchored not stored refs pending

In-Context Learning of Physical Properties: Few-Shot Adaptation to Out-of-Distribution Molecular Graphs

Amirhossein D. Naghdi, Andrzej Jaszkiewicz, Dario Massa, Grzegorz Kaszuba, Piotr Sankowski, Stefanos Papanikolaou

arxiv:2406.01808 v1 · 2024-06-03 · cs.LG · cond-mat.mtrl-sci

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{XCBXBQBZH7TJHOBQHUMXPNDKMP}

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	2026-07-05T08:26:48.839657Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b88370c0393fe693b8303d1977b46a63c406e9370256df8b6b43621e8dfeae23

Aliases

arxiv: 2406.01808 · arxiv_version: 2406.01808v1 · doi: 10.48550/arxiv.2406.01808 · pith_short_12: XCBXBQBZH7TJ · pith_short_16: XCBXBQBZH7TJHOBQ · pith_short_8: XCBXBQBZ

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/XCBXBQBZH7TJHOBQHUMXPNDKMP \
  | 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: b88370c0393fe693b8303d1977b46a63c406e9370256df8b6b43621e8dfeae23

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5678799c5d5406628a981c56f95f841e947e6495de1fc55702137570cdb52d39",
    "cross_cats_sorted": [
      "cond-mat.mtrl-sci"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-06-03T21:59:21Z",
    "title_canon_sha256": "f86d6c7e3b42215b3305821d2804ee5b5b8274af9c3dfbea19caebc13361f73c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.01808",
    "kind": "arxiv",
    "version": 1
  }
}