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Pith
Pith Number

pith:4PSFUPNF

pith:2023:4PSFUPNFLQNVQAFVDWO4GGYCLT
not attested not anchored not stored refs pending

A Neurosymbolic Approach to the Verification of Temporal Logic Properties of Learning enabled Control Systems

Bardh Hoxha, Danil Prokhorov, Geogios Fainekos, Jyotirmoy Deshmukh, Navid Hashemi, Tomoya Yamaguchi

arxiv:2303.05394 v1 · 2023-03-07 · eess.SY · cs.LG · cs.RO · cs.SY

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\usepackage{pith}
\pithnumber{4PSFUPNFLQNVQAFVDWO4GGYCLT}

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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 2026-07-05T05:49:40.350039Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

e3e45a3da55c1b5800b51d9dc31b025cdb13781f9d1227975c31ca3ab6307f04

Aliases

arxiv: 2303.05394 · arxiv_version: 2303.05394v1 · doi: 10.48550/arxiv.2303.05394 · pith_short_12: 4PSFUPNFLQNV · pith_short_16: 4PSFUPNFLQNVQAFV · pith_short_8: 4PSFUPNF
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/4PSFUPNFLQNVQAFVDWO4GGYCLT \
  | 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: e3e45a3da55c1b5800b51d9dc31b025cdb13781f9d1227975c31ca3ab6307f04
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "24efbc76edb2977645a169c5792b4f9ec678c7279b83a3128195887fe5476d8f",
    "cross_cats_sorted": [
      "cs.LG",
      "cs.RO",
      "cs.SY"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "eess.SY",
    "submitted_at": "2023-03-07T04:08:33Z",
    "title_canon_sha256": "f3cbb0d7275514081ec94a651c14a3968d308072642fa179bd4d381636e72518"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2303.05394",
    "kind": "arxiv",
    "version": 1
  }
}