Pith Number

pith:RK3JEFV5

pith:2025:RK3JEFV5KDFGSPBYHN2VDVC2HE

not attested not anchored not stored refs pending

From Transformers to Large Language Models: A systematic review of AI applications in the energy sector towards Agentic Digital Twins

Elissaios Sarmas, Gabriel Antonesi, Ionut Anghel, Liana Toderean, Tudor Cioara, Vasilis Michalakopoulos

arxiv:2506.06359 v1 · 2025-06-03 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{RK3JEFV5KDFGSPBYHN2VDVC2HE}

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

When Agents Meet Electric Bus Fleet Operations: Pricing Behavior, Trade-offs, and Policy Implications in an Aggregator Framework

Receipt and verification

First computed	2026-07-05T11:17:48.871539Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8ab69216bd50ca693c383b7551d45a390413965bcb3b1fa6b85e03fe5ce7129c

Aliases

arxiv: 2506.06359 · arxiv_version: 2506.06359v1 · doi: 10.48550/arxiv.2506.06359 · pith_short_12: RK3JEFV5KDFG · pith_short_16: RK3JEFV5KDFGSPBY · pith_short_8: RK3JEFV5

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/RK3JEFV5KDFGSPBYHN2VDVC2HE \
  | 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: 8ab69216bd50ca693c383b7551d45a390413965bcb3b1fa6b85e03fe5ce7129c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e0a3329fe19852efe34f0062c867a8cd204ef89d480202e6f1c733ffd93a4b7b",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-06-03T10:02:07Z",
    "title_canon_sha256": "6ddf6119db022f2b30bb87d31e2edd33f88e0510acca47338552e5532157281c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.06359",
    "kind": "arxiv",
    "version": 1
  }
}