Pith Number

pith:V2W4E3WR

pith:2025:V2W4E3WRWCOQ4HZL2YTV2SSQ6E

not attested not anchored not stored refs pending

Koopman-Equivariant Gaussian Processes

Alexandre Capone, Armin Lederer, Max Beier, Petar Bevanda, Sandra Hirche, Stefan Sosnowski

arxiv:2502.06645 v1 · 2025-02-10 · cs.LG · cs.SY · eess.SY · stat.ML

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{V2W4E3WRWCOQ4HZL2YTV2SSQ6E}

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

A Quadratic Order Reduction -- Gaussian Process Ordinary Differential Equation framework for the inference of Large Continuous Dynamical Systems

Receipt and verification

First computed	2026-07-05T10:12:10.067154Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

aeadc26ed1b09d0e1f2bd6275d4a50f1371d451e2ee0653bbabdd8a16d978cc2

Aliases

arxiv: 2502.06645 · arxiv_version: 2502.06645v1 · doi: 10.48550/arxiv.2502.06645 · pith_short_12: V2W4E3WRWCOQ · pith_short_16: V2W4E3WRWCOQ4HZL · pith_short_8: V2W4E3WR

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/V2W4E3WRWCOQ4HZL2YTV2SSQ6E \
  | 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: aeadc26ed1b09d0e1f2bd6275d4a50f1371d451e2ee0653bbabdd8a16d978cc2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "39c58364dfe75eb71881ed68bcfd4f662639d65120c49db1cda5cef01416ef13",
    "cross_cats_sorted": [
      "cs.SY",
      "eess.SY",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-02-10T16:35:08Z",
    "title_canon_sha256": "a06217cda22e305ca1952366ac3ab62f98c1d94d59c86639251ef514a28b00e2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.06645",
    "kind": "arxiv",
    "version": 1
  }
}