Pith Number

pith:OELBUZP3

pith:2020:OELBUZP3BT3TR2NAHMGIDYOTKM

not attested not anchored not stored refs pending

Informer: Beyond Efficient Transformer for Long Sequence Time-Series Forecasting

Haoyi Zhou, Hui Xiong, Jianxin Li, Jieqi Peng, Shanghang Zhang, Shuai Zhang, Wancai Zhang

arxiv:2012.07436 v3 · 2020-12-14 · cs.LG · cs.AI · cs.IR

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\usepackage{pith}
\pithnumber{OELBUZP3BT3TR2NAHMGIDYOTKM}

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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.

Cited by

12 papers in Pith

Dirichlet-Guided Group Forecasting for Alleviating Over-smoothing in Time Series Forecasting

Signed Dual Attention: Capturing Signed Dependencies in Time Series Forecasting

TelecomTS: A Multi-Modal Observability Dataset for Time Series and Language Analysis

Spatiotemporal decoupled physics-informed Stone-Weierstrass neural operator for long-time prediction of time-dependent parametric PDEs

Neural CDEs as Correctors for Learned Time Series Models

Receipt and verification

First computed	2026-07-05T02:26:53.236807Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

71161a65fb0cf738e9a03b0c81e1d3533adef5c4082e583371a9ba9e76e63cb9

Aliases

arxiv: 2012.07436 · arxiv_version: 2012.07436v3 · doi: 10.48550/arxiv.2012.07436 · pith_short_12: OELBUZP3BT3T · pith_short_16: OELBUZP3BT3TR2NA · pith_short_8: OELBUZP3

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/OELBUZP3BT3TR2NAHMGIDYOTKM \
  | 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: 71161a65fb0cf738e9a03b0c81e1d3533adef5c4082e583371a9ba9e76e63cb9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "94f7949bb78da38ef18e83a8973809303e0f69aa56abf27eb1dff98b5073354e",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.IR"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-12-14T11:43:09Z",
    "title_canon_sha256": "ed5bd34e10702f7b1497b0c290f909b5c93eac17d85c835fd24d6df1a83152d5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2012.07436",
    "kind": "arxiv",
    "version": 3
  }
}