Pith Number

pith:QAPQ6XUO

pith:2024:QAPQ6XUOLQIEKIEHSSSVPMXOEY

not attested not anchored not stored refs pending

A Comprehensive Survey of Deep Learning for Time Series Forecasting: Architectural Diversity and Open Challenges

Dongjun Lee, HyunGi Kim, Hyungjoon Kim, Jongseon Kim, Sungroh Yoon

arxiv:2411.05793 v3 · 2024-10-24 · 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{QAPQ6XUOLQIEKIEHSSSVPMXOEY}

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	2026-07-05T10:56:35.410809Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

801f0f5e8e5c1045208794a557b2ee263908ed5131730e6fe221b67fedca742b

Aliases

arxiv: 2411.05793 · arxiv_version: 2411.05793v3 · doi: 10.48550/arxiv.2411.05793 · pith_short_12: QAPQ6XUOLQIE · pith_short_16: QAPQ6XUOLQIEKIEH · pith_short_8: QAPQ6XUO

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/QAPQ6XUOLQIEKIEHSSSVPMXOEY \
  | 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: 801f0f5e8e5c1045208794a557b2ee263908ed5131730e6fe221b67fedca742b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1b5713d1a768e9beb68e00cd37350b48741db26683b35c68e9316db5e63aabd8",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-10-24T07:43:55Z",
    "title_canon_sha256": "899f37ee889734c836a55a2b4cea2e0218d8e426f5981e1d48f72ed20e5d23e6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.05793",
    "kind": "arxiv",
    "version": 3
  }
}