Pith Number

pith:CMUT5EVZ

pith:2025:CMUT5EVZTO7IJYMAFWE6T42RAR

not attested not anchored not stored refs pending

Load Forecasting for Households and Energy Communities: Are Deep Learning Models Worth the Effort?

Elias Eder, Lukas Moosbrugger, Peter Kepplinger, Philipp Wohlgenannt, Sashko Ristov, Sebastian Hegenbart, Valentin Seiler

arxiv:2501.05000 v5 · 2025-01-09 · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{CMUT5EVZTO7IJYMAFWE6T42RAR}

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	2026-07-05T11:39:06.427329Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

13293e92b99bbe84e1802d89e9f351045bbe910bde02e603756786ec6f6a20b8

Aliases

arxiv: 2501.05000 · arxiv_version: 2501.05000v5 · doi: 10.48550/arxiv.2501.05000 · pith_short_12: CMUT5EVZTO7I · pith_short_16: CMUT5EVZTO7IJYMA · pith_short_8: CMUT5EVZ

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/CMUT5EVZTO7IJYMAFWE6T42RAR \
  | 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: 13293e92b99bbe84e1802d89e9f351045bbe910bde02e603756786ec6f6a20b8

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "85d87c8c1abc51e3a0150d2501516e5c6ea7cd305ac0a53d840bf87ed98b2ef2",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-01-09T06:29:50Z",
    "title_canon_sha256": "97042202b54b772bf37629c9a16f06c7fe03534aef7c5c642a7db7cefc81ee62"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.05000",
    "kind": "arxiv",
    "version": 5
  }
}