Pith Number

pith:QLKQSZYI

pith:2025:QLKQSZYI5IV2FL6QP4YE4PZXDH

not attested not anchored not stored refs pending

Super-Linear: A Lightweight Pretrained Mixture of Linear Experts for Time Series Forecasting

Hedi Zisling, Liran Nochumsohn, Omri Azencot, Raz Marshanski

arxiv:2509.15105 v3 · 2025-09-18 · 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{QLKQSZYI5IV2FL6QP4YE4PZXDH}

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

1 paper in Pith

XCTFormer: Leveraging Cross-Channel and Cross-Time Dependencies for Enhanced Time-Series Analysis

Receipt and verification

First computed	2026-05-25T02:01:07.220033Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

82d5096708ea2ba2afd07f304e3f3719cb808e79abc9ebcd66c628ca48cec0e3

Aliases

arxiv: 2509.15105 · arxiv_version: 2509.15105v3 · doi: 10.48550/arxiv.2509.15105 · pith_short_12: QLKQSZYI5IV2 · pith_short_16: QLKQSZYI5IV2FL6Q · pith_short_8: QLKQSZYI

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/QLKQSZYI5IV2FL6QP4YE4PZXDH \
  | 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: 82d5096708ea2ba2afd07f304e3f3719cb808e79abc9ebcd66c628ca48cec0e3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4c9e54a7a5dfe7d82ae163ca946bc1e057e36b5d816ddb003d88d667f1802415",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-09-18T16:11:31Z",
    "title_canon_sha256": "2dae0e41fd2ad0fa9542953b6994a6edfc504683d845111f8267f7e19d89b4c5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2509.15105",
    "kind": "arxiv",
    "version": 3
  }
}