Pith Number

pith:L7WAHJF5

pith:2026:L7WAHJF54IKBDCDITUFMWOVRTI

not attested not anchored not stored refs pending

Scale-Equivariant Generative Forecasting: Weight-Tied Dilated Convolutions, Wavelet Scattering Inputs, and Spectral-Consistency Training for Self-Similar Time Series

Andrea Morandi

arxiv:2605.17582 v1 · 2026-05-17 · cs.LG · cs.CE

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{L7WAHJF54IKBDCDITUFMWOVRTI}

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	2026-05-20T00:04:47.150280Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5fec03a4bde2141188689d0acb3ab19a0b6aa527b36472f1d9edc77dcd00df31

Aliases

arxiv: 2605.17582 · arxiv_version: 2605.17582v1 · doi: 10.48550/arxiv.2605.17582 · pith_short_12: L7WAHJF54IKB · pith_short_16: L7WAHJF54IKBDCDI · pith_short_8: L7WAHJF5

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/L7WAHJF54IKBDCDITUFMWOVRTI \
  | 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: 5fec03a4bde2141188689d0acb3ab19a0b6aa527b36472f1d9edc77dcd00df31

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d475291c0ba77f56d91adb792c401e1f06868dc06871b47f3ac4ba4c5222e440",
    "cross_cats_sorted": [
      "cs.CE"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-05-17T18:21:30Z",
    "title_canon_sha256": "9653e551eaa3a38025bd0522c264dacbab2567c4aa372b1ef89296e10ffdf249"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2605.17582",
    "kind": "arxiv",
    "version": 1
  }
}