Pith Number

pith:OUTYEGE2

pith:2024:OUTYEGE25HTPH7IRME7KCGENKD

not attested not anchored not stored refs pending

Learning Dynamics from Multicellular Graphs with Deep Neural Networks

Cristiana Lungu, Florian Meyer, Haiqian Yang, Liu Yang, Markus J. Buehler, Ming Guo, Monilola A. Olayioye, Shaoxun Huang

arxiv:2401.12196 v3 · 2024-01-22 · physics.bio-ph · cond-mat.soft · 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{OUTYEGE25HTPH7IRME7KCGENKD}

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.

Cited by

1 paper in Pith

LapDDPM: A Conditional Graph Diffusion Model for scRNA-seq Generation with Spectral Adversarial Perturbations

Receipt and verification

First computed	2026-07-05T09:33:28.261250Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

752782189ae9e6f3fd11613ea1188d50e8265129168077c02c7ff65a380ce902

Aliases

arxiv: 2401.12196 · arxiv_version: 2401.12196v3 · doi: 10.48550/arxiv.2401.12196 · pith_short_12: OUTYEGE25HTP · pith_short_16: OUTYEGE25HTPH7IR · pith_short_8: OUTYEGE2

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/OUTYEGE25HTPH7IRME7KCGENKD \
  | 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: 752782189ae9e6f3fd11613ea1188d50e8265129168077c02c7ff65a380ce902

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f0d1e5bd0fe310e362b04bd7cfcfd0f116baf42a118e03550cda095ca4a83f98",
    "cross_cats_sorted": [
      "cond-mat.soft",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "physics.bio-ph",
    "submitted_at": "2024-01-22T18:36:29Z",
    "title_canon_sha256": "878ae9c2b01889300663a65f521d28513fa09a310e1e5b0bac00eb83a4817e47"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2401.12196",
    "kind": "arxiv",
    "version": 3
  }
}