Pith Number

pith:MNMYYRL7

pith:2021:MNMYYRL73V62RVFTUZ5OGANOFU

not attested not anchored not stored refs pending

Model-predictive control and reinforcement learning in multi-energy system case studies

Alberte Bouso Garc\'ia, Ann Now\'e, Geert Deconinck, Glenn Ceusters, Lieve Helsen, Luis Ramirez Camargo, Maarten Messagie, Rom\'an Cant\'u Rodr\'iguez, R\"udiger Franke

arxiv:2104.09785 v2 · 2021-04-20 · eess.SY · cs.AI · cs.LG · cs.SY · math.OC

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{MNMYYRL73V62RVFTUZ5OGANOFU}

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

Generalising Battery Control in Net-Zero Buildings via Personalised Federated RL

Receipt and verification

First computed	2026-07-05T03:12:48.542722Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

63598c457fdd7da8d4b3a67ae301ae2d2e08b1e552472eb1f90dd27c74b9d267

Aliases

arxiv: 2104.09785 · arxiv_version: 2104.09785v2 · doi: 10.48550/arxiv.2104.09785 · pith_short_12: MNMYYRL73V62 · pith_short_16: MNMYYRL73V62RVFT · pith_short_8: MNMYYRL7

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/MNMYYRL73V62RVFTUZ5OGANOFU \
  | 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: 63598c457fdd7da8d4b3a67ae301ae2d2e08b1e552472eb1f90dd27c74b9d267

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a8182239a31f9edf714a9dc3b9289e3eebfbe5e19a2b280de15e079a1a15807a",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG",
      "cs.SY",
      "math.OC"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "eess.SY",
    "submitted_at": "2021-04-20T06:51:50Z",
    "title_canon_sha256": "1c354ef73cab17e60aad80d14badbb29a2931801866981623acf960dcd0ca174"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2104.09785",
    "kind": "arxiv",
    "version": 2
  }
}