Pith Number

pith:5RWB2QDJ

pith:2024:5RWB2QDJIHO2TLT6WKA7W3C7H2

not attested not anchored not stored refs pending

Deep Learning in Single-Cell and Spatial Transcriptomics Data Analysis: Advances and Challenges from a Data Science Perspective

Huan Xu, Qiang Cheng, Shuang Ge, Shuqing Sun, Zhixiang Ren

arxiv:2412.03614 v2 · 2024-12-04 · q-bio.GN · 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{5RWB2QDJIHO2TLT6WKA7W3C7H2}

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	2026-07-05T09:45:17.605234Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ec6c1d406941dda9ae7eb281fb6c5f3ebf9de7dba3e4bb5f9a388595b30e5dbf

Aliases

arxiv: 2412.03614 · arxiv_version: 2412.03614v2 · doi: 10.48550/arxiv.2412.03614 · pith_short_12: 5RWB2QDJIHO2 · pith_short_16: 5RWB2QDJIHO2TLT6 · pith_short_8: 5RWB2QDJ

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/5RWB2QDJIHO2TLT6WKA7W3C7H2 \
  | 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: ec6c1d406941dda9ae7eb281fb6c5f3ebf9de7dba3e4bb5f9a388595b30e5dbf

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "dd44be6a37e23ba46eaba205aa8b853b117a6075baade0714d1d58bb77316d37",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "q-bio.GN",
    "submitted_at": "2024-12-04T14:07:11Z",
    "title_canon_sha256": "37b80cd8142a2f68e1a839de904c0e383456a1bddadb2fcafa7f9336abce44f2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.03614",
    "kind": "arxiv",
    "version": 2
  }
}