pith. sign in
Pith Number

pith:7IM6OLJ5

pith:2020:7IM6OLJ57O4EEDP33P6KQLVNJE
not attested not anchored not stored refs pending

Advanced Graph and Sequence Neural Networks for Molecular Property Prediction and Drug Discovery

Lei Cai, Limei Wang, Meng Liu, Qi Qi, Shuiwang Ji, Tianbao Yang, Yaochen Xie, Youzhi Luo, Zhao Xu, Zhengyang Wang, Zhuoning Yuan

arxiv:2012.01981 v3 · 2020-12-02 · q-bio.QM · cs.LG

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{7IM6OLJ57O4EEDP33P6KQLVNJE}

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 2026-07-05T02:55:09.345230Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

fa19e72d3dfbb8420dfbdbfca82ead4917f7c2dc8da30d42844f08892e79a8a4

Aliases

arxiv: 2012.01981 · arxiv_version: 2012.01981v3 · doi: 10.48550/arxiv.2012.01981 · pith_short_12: 7IM6OLJ57O4E · pith_short_16: 7IM6OLJ57O4EEDP3 · pith_short_8: 7IM6OLJ5
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/7IM6OLJ57O4EEDP33P6KQLVNJE \
  | 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: fa19e72d3dfbb8420dfbdbfca82ead4917f7c2dc8da30d42844f08892e79a8a4
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "88d4f4945c5ff81b77209e50ac31d10b29e8c632554ed4bb8f8f32ed854faaee",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "q-bio.QM",
    "submitted_at": "2020-12-02T02:09:31Z",
    "title_canon_sha256": "f701f6ac402274251795aec5986d4ef40fd4a143a109dd8c5c17538ed8d259f8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2012.01981",
    "kind": "arxiv",
    "version": 3
  }
}