Pith Number

pith:THLBREA2

pith:2025:THLBREA25EGDASNK6N4ZXCNH3E

not attested not anchored not stored refs pending

CellFlux: Simulating Cellular Morphology Changes via Flow Matching

Alejandro Lozano, Chenyu Wang, Daisy Ding, Emma Lundberg, James Burgess, Jeffrey Nirschl, Serena Yeung-Levy, Tianhong Li, Yuchang Su, Yuhui Zhang, Zoe Wefers

arxiv:2502.09775 v3 · 2025-02-13 · q-bio.QM · cs.CV · cs.LG · q-bio.BM · q-bio.CB

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{THLBREA25EGDASNK6N4ZXCNH3E}

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

8 papers in Pith

FreeBridge: Variational Schr\"odinger Bridges for Cellular Transition Dynamics

PerturbCellRL: Verifier-Guided Reinforcement Learning for Single-Cell Perturbation Prediction

Uncertainty-Aware Distribution-to-Distribution Flow Matching for Scientific Imaging

CellFluxRL: Biologically-Constrained Virtual Cell Modeling via Reinforcement Learning

ContextFlow: Context-Aware Flow Matching For Trajectory Inference From Spatial Omics Data

Receipt and verification

First computed	2026-07-05T11:15:19.418005Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

99d618901ae90c3049aaf3799b89a7d939cc2327952273f88b59a516c62659f3

Aliases

arxiv: 2502.09775 · arxiv_version: 2502.09775v3 · doi: 10.48550/arxiv.2502.09775 · pith_short_12: THLBREA25EGD · pith_short_16: THLBREA25EGDASNK · pith_short_8: THLBREA2

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/THLBREA25EGDASNK6N4ZXCNH3E \
  | 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: 99d618901ae90c3049aaf3799b89a7d939cc2327952273f88b59a516c62659f3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5cf2b1718e08f4d5f01390a2074496471ef0f158614b304ae9175f8bce2ba5fd",
    "cross_cats_sorted": [
      "cs.CV",
      "cs.LG",
      "q-bio.BM",
      "q-bio.CB"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "q-bio.QM",
    "submitted_at": "2025-02-13T21:10:00Z",
    "title_canon_sha256": "ef3a1449aedfee609a69fb73aaaf6b1a7bb74f22e7bac4ee28771dc8954fd763"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.09775",
    "kind": "arxiv",
    "version": 3
  }
}