Pith Number

pith:65ZN4EFF

pith:2025:65ZN4EFF4427B22HIEVAWCLUIR

not attested not anchored not stored refs pending

KANS: Knowledge Discovery Graph Attention Network for Soft Sensing in Multivariate Industrial Processes

Chee-Ming Ting, Chee Pin Tan, Fan Ding, Gaoxuan Li, Hwa Hui Tew, Junn Yong Loo, Xuewen Luo, Ze Yang Ding

arxiv:2501.02015 v1 · 2025-01-02 · cs.LG · cs.AI · cs.SY · eess.SP · eess.SY

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{65ZN4EFF4427B22HIEVAWCLUIR}

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	2026-07-05T09:57:00.307891Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f772de10a5e735f0eb47412a0b0974446b61aa8d56b0f53a4a74a8e2e8dba8c9

Aliases

arxiv: 2501.02015 · arxiv_version: 2501.02015v1 · doi: 10.48550/arxiv.2501.02015 · pith_short_12: 65ZN4EFF4427 · pith_short_16: 65ZN4EFF4427B22H · pith_short_8: 65ZN4EFF

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/65ZN4EFF4427B22HIEVAWCLUIR \
  | 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: f772de10a5e735f0eb47412a0b0974446b61aa8d56b0f53a4a74a8e2e8dba8c9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "84ec558ff35cea966ac52db856812c86dea2cc6fb002bd852a5ffbc4c46d3878",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.SY",
      "eess.SP",
      "eess.SY"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-01-02T15:02:36Z",
    "title_canon_sha256": "00407081599e8bc9ea614ce4793067703c8344dffd4b05b70f7088ff2a4c7455"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.02015",
    "kind": "arxiv",
    "version": 1
  }
}