Pith Number

pith:WQI2TFRS

pith:2022:WQI2TFRSCL5ZINSJKVGCFJ4T7X

not attested not anchored not stored refs pending

Graph-Based Active Machine Learning Method for Diverse and Novel Antimicrobial Peptides Generation and Selection

Almer M. van der Sloot, Bonaventure F. P. Dossou, Dianbo Liu, Michael Tyers, Moksh Jain, Roger Palou, Xu ji, Yoshua Bengio

arxiv:2209.13518 v1 · 2022-09-18 · q-bio.BM · cs.AI · 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{WQI2TFRSCL5ZINSJKVGCFJ4T7X}

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	2026-07-05T05:01:33.307953Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b411a9963212fb943649554c22a793fdf4f80c6edfc943a707d214f1b9aaceba

Aliases

arxiv: 2209.13518 · arxiv_version: 2209.13518v1 · doi: 10.48550/arxiv.2209.13518 · pith_short_12: WQI2TFRSCL5Z · pith_short_16: WQI2TFRSCL5ZINSJ · pith_short_8: WQI2TFRS

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/WQI2TFRSCL5ZINSJKVGCFJ4T7X \
  | 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: b411a9963212fb943649554c22a793fdf4f80c6edfc943a707d214f1b9aaceba

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "56fdc7f18f1cc22ab602c4fcf170d62cdebc471c57178053a58d14a7e25b2624",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "q-bio.BM",
    "submitted_at": "2022-09-18T14:30:48Z",
    "title_canon_sha256": "a73f4709e94641e27d3562712254e35e6a184145a2a5f8503634ba0a8646fec2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2209.13518",
    "kind": "arxiv",
    "version": 1
  }
}