Pith Number

pith:ATEXSLAI

pith:2025:ATEXSLAICWDS3LGOSRFUF3QAQA

not attested not anchored not stored refs pending

Leveraging Transfer Learning to Overcome Data Limitations in Czochralski Crystal Growth

Janina Zittel, Milena Petkovic, Natasha Dropka, Xia Tang

arxiv:2506.18774 v1 · 2025-06-23 · cond-mat.mtrl-sci · math.OC

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{ATEXSLAICWDS3LGOSRFUF3QAQA}

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	2026-07-05T11:25:55.809398Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

04c9792c0815872dacce944b42ee00803c3183a0f0198ecc39ead097affc756e

Aliases

arxiv: 2506.18774 · arxiv_version: 2506.18774v1 · doi: 10.48550/arxiv.2506.18774 · pith_short_12: ATEXSLAICWDS · pith_short_16: ATEXSLAICWDS3LGO · pith_short_8: ATEXSLAI

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/ATEXSLAICWDS3LGOSRFUF3QAQA \
  | 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: 04c9792c0815872dacce944b42ee00803c3183a0f0198ecc39ead097affc756e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3c2c0166b5aa5d266815090ccadbfd2e53106384968f8eeea72f52237635a12d",
    "cross_cats_sorted": [
      "math.OC"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cond-mat.mtrl-sci",
    "submitted_at": "2025-06-23T15:43:54Z",
    "title_canon_sha256": "f1ba159bb96e3aae85edbb8d90db21183618abb92a90e266866df6b09f18c4a8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.18774",
    "kind": "arxiv",
    "version": 1
  }
}