Pith Number

pith:LF46FJWR

pith:2021:LF46FJWRLJQQDICNS2VVWRRMFY

not attested not anchored not stored refs pending

Gaussian Process Regression for Active Sensing Probabilistic Structural Health Monitoring: Experimental Assessment Across Multiple Damage and Loading Scenarios

Ahmad Amer, Fotis Kopsaftopoulos

arxiv:2106.14841 v1 · 2021-06-28 · eess.SP · stat.AP · stat.ML

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\usepackage{pith}
\pithnumber{LF46FJWRLJQQDICNS2VVWRRMFY}

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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

Data-Driven Structural State Estimation via Multi-Fidelity Gaussian Process Models

Receipt and verification

First computed	2026-07-05T10:57:24.488877Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5979e2a6d15a6101a04d96ab5b462c2e18cab07122dcd13aa41bbeaee247586f

Aliases

arxiv: 2106.14841 · arxiv_version: 2106.14841v1 · doi: 10.48550/arxiv.2106.14841 · pith_short_12: LF46FJWRLJQQ · pith_short_16: LF46FJWRLJQQDICN · pith_short_8: LF46FJWR

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/LF46FJWRLJQQDICNS2VVWRRMFY \
  | 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: 5979e2a6d15a6101a04d96ab5b462c2e18cab07122dcd13aa41bbeaee247586f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7e1763b6862e312dc8a7429fe6cd32cb506280cbe5eeb70dc98a95341a20a514",
    "cross_cats_sorted": [
      "stat.AP",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "eess.SP",
    "submitted_at": "2021-06-28T16:38:09Z",
    "title_canon_sha256": "cc07e74139a687d336e171e5afcf21ec8c49fc788d2a043cf0e2417bac4996b6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2106.14841",
    "kind": "arxiv",
    "version": 1
  }
}