Pith. sign in
Pith Number

pith:KYKRZXAB

pith:2025:KYKRZXABXG2E333V3XIYHZ3XDS
not attested not anchored not stored refs pending

Learning Linearized Models from Nonlinear Systems under Initialization Constraints with Finite Data

Baike She, George Chiu, Lei Xin, Qi Dou, Shreyas Sundaram

arxiv:2505.04954 v1 · 2025-05-08 · stat.ML · cs.LG · cs.SY · eess.SY

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{KYKRZXABXG2E333V3XIYHZ3XDS}

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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.
Receipt and verification
First computed 2026-07-05T11:00:16.512482Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

56151cdc01b9b44def75ddd183e7771cae952b63c433b2eaecd83a85054f5a7e

Aliases

arxiv: 2505.04954 · arxiv_version: 2505.04954v1 · doi: 10.48550/arxiv.2505.04954 · pith_short_12: KYKRZXABXG2E · pith_short_16: KYKRZXABXG2E333V · pith_short_8: KYKRZXAB
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/KYKRZXABXG2E333V3XIYHZ3XDS \
  | 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: 56151cdc01b9b44def75ddd183e7771cae952b63c433b2eaecd83a85054f5a7e
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "edf565e5985b590d699eb59627d35b5fe18e44a2220197351f5be81fc06522d1",
    "cross_cats_sorted": [
      "cs.LG",
      "cs.SY",
      "eess.SY"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2025-05-08T05:26:52Z",
    "title_canon_sha256": "c62b87a8752f2226fa8b6a00a2cf3c217bd00a193bb4274b32a2110bc8b92d58"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.04954",
    "kind": "arxiv",
    "version": 1
  }
}