Pith Number

pith:V4RMTCER

pith:2021:V4RMTCERZSEBO6VKEXI7LU7QIV

not attested not anchored not stored refs pending

Evaluation of Tree Based Regression over Multiple Linear Regression for Non-normally Distributed Data in Battery Performance

Boryann Liaw, Leslie Kerby, Shovan Chowdhury, Yuxiao Lin

arxiv:2111.02513 v1 · 2021-11-03 · 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{V4RMTCERZSEBO6VKEXI7LU7QIV}

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	2026-07-05T03:29:05.118465Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

af22c98891cc88177aaa25d1f5d3f0457ac895d2c838926445dae523bf8a2420

Aliases

arxiv: 2111.02513 · arxiv_version: 2111.02513v1 · doi: 10.48550/arxiv.2111.02513 · pith_short_12: V4RMTCERZSEB · pith_short_16: V4RMTCERZSEBO6VK · pith_short_8: V4RMTCER

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/V4RMTCERZSEBO6VKEXI7LU7QIV \
  | 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: af22c98891cc88177aaa25d1f5d3f0457ac895d2c838926445dae523bf8a2420

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2ff31b12e1dd6c70b05f642d6614cb3a1f433487aaafe67d34b3ddf7286c6731",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-11-03T20:28:24Z",
    "title_canon_sha256": "c278c535c4a9f9a2184090b107058b2fd09320f71065d051bf81d7c0d0ed017f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2111.02513",
    "kind": "arxiv",
    "version": 1
  }
}