Pith Number

pith:FTNHA6ZH

pith:2024:FTNHA6ZHLEBTSPVIOZDM5JKUD7

not attested not anchored not stored refs pending

EDformer: Embedded Decomposition Transformer for Interpretable Multivariate Time Series Predictions

Fredrik Heintz, Ibrahim Delibasoglu, Sanjay Chakraborty

arxiv:2412.12227 v1 · 2024-12-16 · 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{FTNHA6ZHLEBTSPVIOZDM5JKUD7}

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	2026-07-05T09:50:11.816566Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2cda707b275903393ea87646cea5541ff9054ae5b8cd29cba3bad6bb50c4b296

Aliases

arxiv: 2412.12227 · arxiv_version: 2412.12227v1 · doi: 10.48550/arxiv.2412.12227 · pith_short_12: FTNHA6ZHLEBT · pith_short_16: FTNHA6ZHLEBTSPVI · pith_short_8: FTNHA6ZH

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/FTNHA6ZHLEBTSPVIOZDM5JKUD7 \
  | 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: 2cda707b275903393ea87646cea5541ff9054ae5b8cd29cba3bad6bb50c4b296

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "cf5ff6643572fc811db703de2c18202478453d4c06eb42233c764c727b7b5622",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-12-16T11:13:57Z",
    "title_canon_sha256": "7f7a72d1c283c8150d587e2877b36fe0cae206e647ef47d700b351078766b471"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.12227",
    "kind": "arxiv",
    "version": 1
  }
}