Pith Number

pith:PXUHLIRS

pith:2024:PXUHLIRS6P3JLVFSTMIPOFITKW

not attested not anchored not stored refs pending

Integration of Mamba and Transformer -- MAT for Long-Short Range Time Series Forecasting with Application to Weather Dynamics

Changsong Wei, Junming Huang, Ruotong Wang, Wenqian Huang, Wenqing Zhang, Yuxin Qiao

arxiv:2409.08530 v1 · 2024-09-13 · cs.LG · cs.AI

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\usepackage{pith}
\pithnumber{PXUHLIRS6P3JLVFSTMIPOFITKW}

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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

1 paper in Pith

Mitigating Knowledge Conflicts in Language Model-Driven Question Answering

Receipt and verification

First computed	2026-07-05T09:06:32.607358Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7de875a232f3f695d4b29b10f715135586e5e255835b25e509eda597d47fe72f

Aliases

arxiv: 2409.08530 · arxiv_version: 2409.08530v1 · doi: 10.48550/arxiv.2409.08530 · pith_short_12: PXUHLIRS6P3J · pith_short_16: PXUHLIRS6P3JLVFS · pith_short_8: PXUHLIRS

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/PXUHLIRS6P3JLVFSTMIPOFITKW \
  | 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: 7de875a232f3f695d4b29b10f715135586e5e255835b25e509eda597d47fe72f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e9568e7010b88097719cf7fbd7f5969daa10c93c721fbb588dc232be050d2ef4",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-09-13T04:23:54Z",
    "title_canon_sha256": "020426486e176012db319b3c399c64c8d403cf634a2bb37f94d93bf4281e487e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2409.08530",
    "kind": "arxiv",
    "version": 1
  }
}