Pith Number

pith:6F4UUBWZ

pith:2024:6F4UUBWZR5LKLNDQ4MSBHCCR2A

not attested not anchored not stored refs pending

BLEND: Behavior-guided Neural Population Dynamics Modeling via Privileged Knowledge Distillation

Fangxu Zhou, Hao Chen, Jinzhuo Wang, Lishuang Feng, Qichen Sun, Wei Wu, Zhengrui Guo

arxiv:2410.13872 v3 · 2024-10-02 · cs.NE · cs.LG · q-bio.NC

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{6F4UUBWZR5LKLNDQ4MSBHCCR2A}

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	2026-07-05T10:10:28.568485Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f1794a06d98f56a5b470e324138851d0398d57b7c17805c6de843c62d0687c3d

Aliases

arxiv: 2410.13872 · arxiv_version: 2410.13872v3 · doi: 10.48550/arxiv.2410.13872 · pith_short_12: 6F4UUBWZR5LK · pith_short_16: 6F4UUBWZR5LKLNDQ · pith_short_8: 6F4UUBWZ

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/6F4UUBWZR5LKLNDQ4MSBHCCR2A \
  | 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: f1794a06d98f56a5b470e324138851d0398d57b7c17805c6de843c62d0687c3d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "84cd695ac803fc08d22d85dfe70aeea44f02592afabf65d5ed23cf7799ae5470",
    "cross_cats_sorted": [
      "cs.LG",
      "q-bio.NC"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.NE",
    "submitted_at": "2024-10-02T12:45:59Z",
    "title_canon_sha256": "72105b94635c87346529b886227a01961217377dbc405263afe2dd6f1419dabf"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.13872",
    "kind": "arxiv",
    "version": 3
  }
}