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Pith Number

pith:T6Q6P6MU

pith:2024:T6Q6P6MUIM524BEOWCECTMKRG5
not attested not anchored not stored refs pending

Physics-Informed Machine Learning for Seismic Response Prediction OF Nonlinear Steel Moment Resisting Frame Structures

Hao Sun, Jerome F. Hajjar, Pu Ren, R. Bailey Bond

arxiv:2402.17992 v3 · 2024-02-28 · physics.app-ph · cs.LG

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\usepackage{pith}
\pithnumber{T6Q6P6MUIM524BEOWCECTMKRG5}

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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 2026-07-05T08:13:12.592121Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

9fa1e7f994433bae048eb08829b15137668731122a2b98460d4f24b12d3f4590

Aliases

arxiv: 2402.17992 · arxiv_version: 2402.17992v3 · doi: 10.48550/arxiv.2402.17992 · pith_short_12: T6Q6P6MUIM52 · pith_short_16: T6Q6P6MUIM524BEO · pith_short_8: T6Q6P6MU
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/T6Q6P6MUIM524BEOWCECTMKRG5 \
  | 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: 9fa1e7f994433bae048eb08829b15137668731122a2b98460d4f24b12d3f4590
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "6776e5c1dd316f51ca483b99b0b8d0c31834d34f22de41d1fc0cb989a142a249",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "physics.app-ph",
    "submitted_at": "2024-02-28T02:16:03Z",
    "title_canon_sha256": "0060ffa42676c821a1946b3eeb7f05996d00eb9e2c9a9299dd6a93baef2a8ae0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.17992",
    "kind": "arxiv",
    "version": 3
  }
}