Pith Number

pith:MYAYLLYG

pith:2021:MYAYLLYGS3KBYIXG7KR2B7ZEPZ

not attested not anchored not stored refs pending

Estimating Demand Flexibility Using Siamese LSTM Neural Networks

Chongqing Kang, Daniel S. Kirschen, Guangchun Ruan, Haiwang Zhong, Qing Xia

arxiv:2109.01258 v1 · 2021-09-03 · cs.LG · cs.SY · eess.SY · stat.AP

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{MYAYLLYGS3KBYIXG7KR2B7ZEPZ}

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	2026-07-05T03:53:37.728350Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

660185af0696d41c22e6faa3a0ff247e4c283bb3f5d8af360096413e791bcd2f

Aliases

arxiv: 2109.01258 · arxiv_version: 2109.01258v1 · doi: 10.48550/arxiv.2109.01258 · pith_short_12: MYAYLLYGS3KB · pith_short_16: MYAYLLYGS3KBYIXG · pith_short_8: MYAYLLYG

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/MYAYLLYGS3KBYIXG7KR2B7ZEPZ \
  | 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: 660185af0696d41c22e6faa3a0ff247e4c283bb3f5d8af360096413e791bcd2f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a3aa6e6e2d3ba1db89c88b279d09ff89437ec6f825fd05ca43a4e6c14d245b1e",
    "cross_cats_sorted": [
      "cs.SY",
      "eess.SY",
      "stat.AP"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-09-03T00:59:27Z",
    "title_canon_sha256": "6ec779b52458ef378776815c17a6257069e89fd694338cd1c6d5c6cdbb2abecb"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2109.01258",
    "kind": "arxiv",
    "version": 1
  }
}