Pith Number

pith:EOP4ZQVV

pith:2025:EOP4ZQVVPCACA5WBTGIPFERELN

not attested not anchored not stored refs pending

GiNet: Integrating Sequential and Context-Aware Learning for Battery Capacity Prediction

Qingyu Yan, Sara Sameer, Terence Goh, Wei Zhang, Xin Lou, Yulin Gao

arxiv:2501.04997 v1 · 2025-01-09 · cs.LG · cs.AI

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\usepackage{pith}
\pithnumber{EOP4ZQVVPCACA5WBTGIPFERELN}

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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

Optimal Signal Decomposition-based Multi-Stage Learning for Battery Health Estimation

Receipt and verification

First computed	2026-07-05T09:58:49.987546Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

239fccc2b578802076c19990f292245b518ebdee3e351ed62cf9fa357370c7d7

Aliases

arxiv: 2501.04997 · arxiv_version: 2501.04997v1 · doi: 10.48550/arxiv.2501.04997 · pith_short_12: EOP4ZQVVPCAC · pith_short_16: EOP4ZQVVPCACA5WB · pith_short_8: EOP4ZQVV

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/EOP4ZQVVPCACA5WBTGIPFERELN \
  | 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: 239fccc2b578802076c19990f292245b518ebdee3e351ed62cf9fa357370c7d7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5e0ed6d54bb657e0817e6747403f7ecdec547ca7fd8ae4273cbbfc9ce17942fe",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-01-09T06:26:28Z",
    "title_canon_sha256": "819418bbdd41499cf2ca050ef10dca9f5b48f547419ac417fdf3bf12e255120c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.04997",
    "kind": "arxiv",
    "version": 1
  }
}