Pith Number

pith:72ROTDRC

pith:2024:72ROTDRCXL4UUKJZPCQU3K5ONQ

not attested not anchored not stored refs pending

Active learning for efficient discovery of optimal gene combinations in the combinatorial perturbation space

Carlos Fernandez-Granda, Hans-Hermann Wessels, Jason Qin, Yuhan Hao

arxiv:2411.12010 v2 · 2024-11-18 · 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{72ROTDRCXL4UUKJZPCQU3K5ONQ}

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	2026-07-05T09:47:36.428815Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

fea2e98e22baf94a293978a14dabae6c05b55146949d1be8430a7a56ab04444f

Aliases

arxiv: 2411.12010 · arxiv_version: 2411.12010v2 · doi: 10.48550/arxiv.2411.12010 · pith_short_12: 72ROTDRCXL4U · pith_short_16: 72ROTDRCXL4UUKJZ · pith_short_8: 72ROTDRC

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/72ROTDRCXL4UUKJZPCQU3K5ONQ \
  | 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: fea2e98e22baf94a293978a14dabae6c05b55146949d1be8430a7a56ab04444f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0be3a3e864882a5ab51762c640ffd26f45d17b9b4effc307cef040f66485c8d8",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "q-bio.GN",
    "submitted_at": "2024-11-18T19:49:51Z",
    "title_canon_sha256": "e086fcb663a04034e3b23c3ad627e44baffa24fd60f3708d1fdbecd6a6629d0c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.12010",
    "kind": "arxiv",
    "version": 2
  }
}