Pith Number

pith:R5UMTF5I

pith:2021:R5UMTF5IBCK4EBAQBNDGVPP2WS

not attested not anchored not stored refs pending

Optimal Scheduling of Isolated Microgrids Using Automated Reinforcement Learning-based Multi-period Forecasting

Ruinong Wang, Yang Li, Zhen Yang

arxiv:2108.06764 v1 · 2021-08-15 · eess.SP · cs.LG · cs.SY · eess.SY

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{R5UMTF5IBCK4EBAQBNDGVPP2WS}

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	2026-07-05T03:42:03.033753Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8f68c997a80895c204100b466abdfab4bd7c2a4096f5a1f15ecab7124404fe0e

Aliases

arxiv: 2108.06764 · arxiv_version: 2108.06764v1 · doi: 10.48550/arxiv.2108.06764 · pith_short_12: R5UMTF5IBCK4 · pith_short_16: R5UMTF5IBCK4EBAQ · pith_short_8: R5UMTF5I

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/R5UMTF5IBCK4EBAQBNDGVPP2WS \
  | 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: 8f68c997a80895c204100b466abdfab4bd7c2a4096f5a1f15ecab7124404fe0e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "145dea6491f1a79416a5c62fbfc4eeaf64411909f45d14a934e6a90270335e70",
    "cross_cats_sorted": [
      "cs.LG",
      "cs.SY",
      "eess.SY"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "eess.SP",
    "submitted_at": "2021-08-15T15:46:22Z",
    "title_canon_sha256": "264f38886767bdcdbfe7d5baf2cb24b47e4b486f76db4061477c896bcb21ba38"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2108.06764",
    "kind": "arxiv",
    "version": 1
  }
}