Pith Number

pith:2LJIX3LV

pith:2024:2LJIX3LVORDBXKCQO3YRHX4MRN

not attested not anchored not stored refs pending

Kolmogorov-Arnold Networks for Time Series: Bridging Predictive Power and Interpretability

Kunpeng Xu, Lifei Chen, Shengrui Wang

arxiv:2406.02496 v1 · 2024-06-04 · cs.LG · cs.AI

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\usepackage{pith}
\pithnumber{2LJIX3LVORDBXKCQO3YRHX4MRN}

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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

6 papers in Pith

Pretrained Time-Series Foundation Models for Financial Return Forecasting

Automated Modeling Method for Pathloss Model Discovery

A Practitioner's Guide to Kolmogorov-Arnold Networks

KAN Text to Vision? The Exploration of Kolmogorov-Arnold Networks for Multi-Scale Sequence-Based Pose Animation from Sign Language Notation

Temporal Functional Circuits: From Spline Plots to Faithful Explanations in KAN Forecasting

Receipt and verification

First computed	2026-07-05T08:27:20.600677Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d2d28bed7574461ba85076f113df8c8b479dbf7eec3006d4746c1bf25769642c

Aliases

arxiv: 2406.02496 · arxiv_version: 2406.02496v1 · doi: 10.48550/arxiv.2406.02496 · pith_short_12: 2LJIX3LVORDB · pith_short_16: 2LJIX3LVORDBXKCQ · pith_short_8: 2LJIX3LV

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/2LJIX3LVORDBXKCQO3YRHX4MRN \
  | 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: d2d28bed7574461ba85076f113df8c8b479dbf7eec3006d4746c1bf25769642c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a36f0217f3ce29a98c0498b8c68352b7e3f0877f575c2355b4dbac8e2bac3e81",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-06-04T17:14:31Z",
    "title_canon_sha256": "5851d67ad8358294ec2f55a6c260b023e7fbcbb16cf7d43c87ff0c4440f6fd9c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.02496",
    "kind": "arxiv",
    "version": 1
  }
}