Pith Number

pith:YFRVJCRK

pith:2025:YFRVJCRKPPJRILXVXMCCXGRPR6

not attested not anchored not stored refs pending

Machine learning enhanced atom probe tomography analysis: a snapshot review

Alaukik Saxena, Baptiste Gault, Christoph Freysoldt, Markus K\"uhbach, Ye Wei, Yue Li

arxiv:2504.14378 v1 · 2025-04-19 · cond-mat.mtrl-sci · 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{YFRVJCRKPPJRILXVXMCCXGRPR6}

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	2026-07-05T10:51:42.501967Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c163548a2a7bd3142ef5bb042b9a2f8f8fd25b69e80f2ff1197b20f03ee6c589

Aliases

arxiv: 2504.14378 · arxiv_version: 2504.14378v1 · doi: 10.48550/arxiv.2504.14378 · pith_short_12: YFRVJCRKPPJR · pith_short_16: YFRVJCRKPPJRILXV · pith_short_8: YFRVJCRK

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/YFRVJCRKPPJRILXVXMCCXGRPR6 \
  | 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: c163548a2a7bd3142ef5bb042b9a2f8f8fd25b69e80f2ff1197b20f03ee6c589

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "fd1317309620f0f90cf5aecc8cf47f9dfc5d4dd2b908ab1edbe4f2455a8a7c76",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cond-mat.mtrl-sci",
    "submitted_at": "2025-04-19T18:37:26Z",
    "title_canon_sha256": "4f00502bc444cdaa5d91e6e702063081fe7c235c2f9d19fdac6a2ced83cad074"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2504.14378",
    "kind": "arxiv",
    "version": 1
  }
}