Pith Number

pith:VEHGQ3SN

pith:2024:VEHGQ3SNIANXULE3HAVADS2G6B

not attested not anchored not stored refs pending

TimeMachine: A Time Series is Worth 4 Mambas for Long-term Forecasting

Md Atik Ahamed, Qiang Cheng

arxiv:2403.09898 v2 · 2024-03-14 · 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{VEHGQ3SNIANXULE3HAVADS2G6B}

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.

Cited by

3 papers in Pith

FAME: Forecastability-Aware Mixture of Experts for Heterogeneous Time Series Forecasting

A Survey of Mamba

Dataset-Driven Channel Masks in Transformers for Multivariate Time Series

Receipt and verification

First computed	2026-07-05T08:58:22.745822Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a90e686e4d401b7a2c9b382a01cb46f0586b7a7d1f6dc572987d227c4e8fd92b

Aliases

arxiv: 2403.09898 · arxiv_version: 2403.09898v2 · doi: 10.48550/arxiv.2403.09898 · pith_short_12: VEHGQ3SNIANX · pith_short_16: VEHGQ3SNIANXULE3 · pith_short_8: VEHGQ3SN

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/VEHGQ3SNIANXULE3HAVADS2G6B \
  | 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: a90e686e4d401b7a2c9b382a01cb46f0586b7a7d1f6dc572987d227c4e8fd92b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2fb137e7b529b93d121946cc2f01aeda24dac50bbd32d234d00a1a5b2e9363f5",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-03-14T22:19:37Z",
    "title_canon_sha256": "c023c31c913916388904343f4fb49db9843bfa9acd88e5b6b11b9e0c075e8740"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2403.09898",
    "kind": "arxiv",
    "version": 2
  }
}