Pith Number

pith:4HSLBTZN

pith:2026:4HSLBTZNXIY7TEPNZ2BO6EVH33

not attested not anchored not stored refs pending

Self-Adaptive Scale Handling for Forecasting Time Series with Scale Heterogeneity

Erpeng Qi, Peng Wang, Wei Wang, Xun Lu, Xu Zhang, Yunkai Chen, Yunzhi Wu, Zhengang Huang, Zhongya Xue

arxiv:2606.20010 v1 · 2026-06-18 · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{4HSLBTZNXIY7TEPNZ2BO6EVH33}

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	2026-06-19T16:13:00.572846Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e1e4b0cf2dba31f991edce82ef12a7ded0e17d6935a28a77d4405e684bb3886d

Aliases

arxiv: 2606.20010 · arxiv_version: 2606.20010v1 · doi: 10.48550/arxiv.2606.20010 · pith_short_12: 4HSLBTZNXIY7 · pith_short_16: 4HSLBTZNXIY7TEPN · pith_short_8: 4HSLBTZN

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/4HSLBTZNXIY7TEPNZ2BO6EVH33 \
  | 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: e1e4b0cf2dba31f991edce82ef12a7ded0e17d6935a28a77d4405e684bb3886d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b209fd73cbdca5a55a8b5fa9340e6b5b25347efa44962d2ab7cd7985ece664b8",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-06-18T09:44:25Z",
    "title_canon_sha256": "5528ef0d1fcfd881e3ca736455f8a5f67302eeb2caf524e50c600b9f7239f22f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.20010",
    "kind": "arxiv",
    "version": 1
  }
}