Pith. sign in
Pith Number

pith:MZQH2X5F

pith:2021:MZQH2X5FRU53IW7RMGHABJVAYB
not attested not anchored not stored refs pending

A TCN-based Hybrid Forecasting Framework for Hours-ahead Utility-scale PV Forecasting

Abhishek Komandur, Laura Kraus, Lidong Song, Ning Lu, Roger Willardson, Si Zhang, Taylor Adcox, Yiyan Li

arxiv:2111.08809 v2 · 2021-11-16 · eess.SP

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{MZQH2X5FRU53IW7RMGHABJVAYB}

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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.
Receipt and verification
First computed 2026-07-05T04:49:21.742019Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

66607d5fa58d3bb45bf1618e00a6a0c07f0ae9ff59891fe6c4a498abc4d5e9a5

Aliases

arxiv: 2111.08809 · arxiv_version: 2111.08809v2 · doi: 10.48550/arxiv.2111.08809 · pith_short_12: MZQH2X5FRU53 · pith_short_16: MZQH2X5FRU53IW7R · pith_short_8: MZQH2X5F
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/MZQH2X5FRU53IW7RMGHABJVAYB \
  | 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: 66607d5fa58d3bb45bf1618e00a6a0c07f0ae9ff59891fe6c4a498abc4d5e9a5
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "9c9100cc8552da313b21ab63eda9eb1dbe1f960ae83ac097e4ae4e7f5ef370b1",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "eess.SP",
    "submitted_at": "2021-11-16T22:23:03Z",
    "title_canon_sha256": "6cfd8018d877ced698837d0361a6418fa9d9baef2d510e0fe3e54688d5007465"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2111.08809",
    "kind": "arxiv",
    "version": 2
  }
}