Pith. sign in
Pith Number

pith:WRKMQ62O

pith:2025:WRKMQ62OCOBFL7RFE6KWB7L7L3
not attested not anchored not stored refs pending

Rapid prediction of organisation in engineered corneal, glial and fibroblast tissues using machine learning and biophysical models

Allison E. Andrews, Caitriona O'Rourke, Hugh Dickinson, James B. Philips, James P. Hague

arxiv:2502.08062 v1 · 2025-02-12 · physics.bio-ph · q-bio.TO

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{WRKMQ62OCOBFL7RFE6KWB7L7L3}

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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 2026-07-05T10:13:14.573520Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

b454c87b4e138255fe25279560fd7f5eebd06c4d9c8a17097d95a9d0f93a89f7

Aliases

arxiv: 2502.08062 · arxiv_version: 2502.08062v1 · doi: 10.48550/arxiv.2502.08062 · pith_short_12: WRKMQ62OCOBF · pith_short_16: WRKMQ62OCOBFL7RF · pith_short_8: WRKMQ62O
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/WRKMQ62OCOBFL7RFE6KWB7L7L3 \
  | 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: b454c87b4e138255fe25279560fd7f5eebd06c4d9c8a17097d95a9d0f93a89f7
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "1311532dfe80cc5dab11a2139a926c0c4edb52f9dbb51a41af094c9a9f3fa6ec",
    "cross_cats_sorted": [
      "q-bio.TO"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "physics.bio-ph",
    "submitted_at": "2025-02-12T02:03:59Z",
    "title_canon_sha256": "0dbdadfb5e609aff35db28a49aa5768f134b91bff8bb53900dbb327e787f8b11"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.08062",
    "kind": "arxiv",
    "version": 1
  }
}