Pith Number

pith:AYCLIZK4

pith:2023:AYCLIZK4JGRA6AH667RW74WBFE

not attested not anchored not stored refs pending

A Computationally Efficient Hybrid Neural Network Architecture for Porous Media: Integrating Convolutional and Graph Neural Networks for Improved Property Predictions

Cheng Chen, Qingqi Zhao, Ruichang Guo, Xiaoxue Han

arxiv:2311.06418 v2 · 2023-11-10 · physics.geo-ph

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{AYCLIZK4JGRA6AH667RW74WBFE}

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

1 paper in Pith

Multi-Stage Graph Neural Networks for Data-Driven Prediction of Natural Convection in Enclosed Cavities

Receipt and verification

First computed	2026-07-05T09:55:53.471611Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0604b4655c49a20f00fef7e36ff2c1292107e6947c5eb145a51de8d9bbffff03

Aliases

arxiv: 2311.06418 · arxiv_version: 2311.06418v2 · doi: 10.48550/arxiv.2311.06418 · pith_short_12: AYCLIZK4JGRA · pith_short_16: AYCLIZK4JGRA6AH6 · pith_short_8: AYCLIZK4

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/AYCLIZK4JGRA6AH667RW74WBFE \
  | 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: 0604b4655c49a20f00fef7e36ff2c1292107e6947c5eb145a51de8d9bbffff03

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "02ca4791a2246d7817c9634e1aa246458704f744e43bf569dbd9fd9cdc1237df",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "physics.geo-ph",
    "submitted_at": "2023-11-10T22:42:11Z",
    "title_canon_sha256": "4a8724e25665fd0b65dec577938e87b8ef7d26749b4b954b5d1940ca0746dfdf"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2311.06418",
    "kind": "arxiv",
    "version": 2
  }
}