Pith Number

pith:MMJ2J6IF

pith:2021:MMJ2J6IFRADP75LFNMKUMCFB5L

not attested not anchored not stored refs pending

Federated Learning for Short-term Residential Load Forecasting

Christopher Briggs, Peter Andras, Zhong Fan

arxiv:2105.13325 v2 · 2021-05-27 · cs.LG · cs.CY

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{MMJ2J6IFRADP75LFNMKUMCFB5L}

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

FedCCL: Federated Clustered Continual Learning Framework for Privacy-focused Energy Forecasting

Receipt and verification

First computed	2026-07-05T04:55:36.087989Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6313a4f9058806fff5656b154608a1eac166f3797ecc9dec003e854076756e89

Aliases

arxiv: 2105.13325 · arxiv_version: 2105.13325v2 · doi: 10.48550/arxiv.2105.13325 · pith_short_12: MMJ2J6IFRADP · pith_short_16: MMJ2J6IFRADP75LF · pith_short_8: MMJ2J6IF

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/MMJ2J6IFRADP75LFNMKUMCFB5L \
  | 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: 6313a4f9058806fff5656b154608a1eac166f3797ecc9dec003e854076756e89

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a06847ed8c3f7eee69a71fae42bae6252cad9eab79aae6871a14d6df3e7c6ce3",
    "cross_cats_sorted": [
      "cs.CY"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-05-27T17:33:09Z",
    "title_canon_sha256": "c20ce72170c6f640568e28d30dc26f8fbdaef4e7725b2151de9ed428ca1ee089"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2105.13325",
    "kind": "arxiv",
    "version": 2
  }
}