Pith Number

pith:IZ43IZUK

pith:2024:IZ43IZUKK6A5ICKMA3J63PQZGR

not attested not anchored not stored refs pending

Probing out-of-distribution generalization in machine learning for materials

Adji Bousso Dieng, Andre Niyongabo Rubungo, Brian DeCost, Daniel Persaud, Jason Hattrick-Simpers, Kamal Choudhary, Kangming Li, Xiangyun Lei

arxiv:2406.06489 v1 · 2024-06-10 · 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{IZ43IZUKK6A5ICKMA3J63PQZGR}

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	2026-07-05T08:29:43.163016Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4679b4668a5781d4094c06d3edbe193462b8cad6cc8f9398ba594cf8e926e5da

Aliases

arxiv: 2406.06489 · arxiv_version: 2406.06489v1 · doi: 10.48550/arxiv.2406.06489 · pith_short_12: IZ43IZUKK6A5 · pith_short_16: IZ43IZUKK6A5ICKM · pith_short_8: IZ43IZUK

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/IZ43IZUKK6A5ICKMA3J63PQZGR \
  | 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: 4679b4668a5781d4094c06d3edbe193462b8cad6cc8f9398ba594cf8e926e5da

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4630450cb6ddc2526bc8b4b74ac2401cc62d22fd95ae0109d54ce50d913a1fed",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cond-mat.mtrl-sci",
    "submitted_at": "2024-06-10T17:27:12Z",
    "title_canon_sha256": "add0d835d91aeb7e98ac7a5289b9d8c1801d13796ba4318170f5888b40f95ae0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.06489",
    "kind": "arxiv",
    "version": 1
  }
}