Pith Number

pith:MYGKIKFM

pith:2019:MYGKIKFMHWL5GFBW36OZCKKYBU

not attested not anchored not stored refs pending

Physics-Informed Deep Neural Network Method for Limited Observability State Estimation

Andrey Bernstein, Gil Zussman, Jonatan Ostrometzky, Konstantin Berestizshevsky

arxiv:1910.06401 v2 · 2019-10-14 · eess.SY · cs.LG · cs.SY · eess.SP

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\usepackage{pith}
\pithnumber{MYGKIKFMHWL5GFBW36OZCKKYBU}

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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

Robust Power System State Estimation using Physics-Informed Neural Networks

Receipt and verification

First computed	2026-07-05T00:40:59.431239Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

660ca428ac3d97d31436df9d9129580d1479c48adb933ececf5bb45e325fc9ff

Aliases

arxiv: 1910.06401 · arxiv_version: 1910.06401v2 · doi: 10.48550/arxiv.1910.06401 · pith_short_12: MYGKIKFMHWL5 · pith_short_16: MYGKIKFMHWL5GFBW · pith_short_8: MYGKIKFM

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/MYGKIKFMHWL5GFBW36OZCKKYBU \
  | 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: 660ca428ac3d97d31436df9d9129580d1479c48adb933ececf5bb45e325fc9ff

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "affefe6d521601c119a9e29b23ee840f5d9f32d0d1d45a36e1bd297213660fd8",
    "cross_cats_sorted": [
      "cs.LG",
      "cs.SY",
      "eess.SP"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "eess.SY",
    "submitted_at": "2019-10-14T20:09:50Z",
    "title_canon_sha256": "b95451dbc21552c43adc1b93491ea1f050abb519615bde111639f57676fc256e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1910.06401",
    "kind": "arxiv",
    "version": 2
  }
}