Pith Number

pith:ZFCWKS2E

pith:2022:ZFCWKS2ELN42CPCR6I5BMNAVNH

not attested not anchored not stored refs pending

A Generative Adversarial Network-based Selective Ensemble Characteristic-to-Expression Synthesis (SE-CTES) Approach and Its Applications in Healthcare

Chenang Liu, Ying Lin, Yuxuan Li

arxiv:2205.14751 v1 · 2022-05-29 · stat.ML · 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{ZFCWKS2ELN42CPCR6I5BMNAVNH}

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	2026-07-05T04:27:21.182505Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c945654b445b79a13c51f23a16341569f26b243f51c25214d765de9c4cce7827

Aliases

arxiv: 2205.14751 · arxiv_version: 2205.14751v1 · doi: 10.48550/arxiv.2205.14751 · pith_short_12: ZFCWKS2ELN42 · pith_short_16: ZFCWKS2ELN42CPCR · pith_short_8: ZFCWKS2E

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/ZFCWKS2ELN42CPCR6I5BMNAVNH \
  | 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: c945654b445b79a13c51f23a16341569f26b243f51c25214d765de9c4cce7827

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "99db10be88564955a69693854d16ff325d74f6aebc15ef61af1e8ab1b43c8ef1",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2022-05-29T19:52:39Z",
    "title_canon_sha256": "49784372519a59aa39fe45cf7b0a16371130ea73e4c508cb8e3cb22921ca3af4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2205.14751",
    "kind": "arxiv",
    "version": 1
  }
}