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Pith Number

pith:NDVMJYRP

pith:2023:NDVMJYRPA6P4NCXZYYKSDDI6UO
not attested not anchored not stored refs pending

Optimizing quantum noise-induced reservoir computing for nonlinear and chaotic time series prediction

Amol Deshmukh, Daniel Fry, Samuel Yen-Chi Chen, Vanio Markov, Vladimir Rastunkov

arxiv:2303.05488 v2 · 2023-03-09 · quant-ph

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\usepackage{pith}
\pithnumber{NDVMJYRPA6P4NCXZYYKSDDI6UO}

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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

Receipt and verification
First computed 2026-07-05T07:10:46.629189Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

68eac4e22f079fc68af9c615218d1ea3957b63f81c4d7e0136e64a1fb9a89467

Aliases

arxiv: 2303.05488 · arxiv_version: 2303.05488v2 · doi: 10.48550/arxiv.2303.05488 · pith_short_12: NDVMJYRPA6P4 · pith_short_16: NDVMJYRPA6P4NCXZ · pith_short_8: NDVMJYRP
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/NDVMJYRPA6P4NCXZYYKSDDI6UO \
  | 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: 68eac4e22f079fc68af9c615218d1ea3957b63f81c4d7e0136e64a1fb9a89467
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "aa78e6cbda57244258599e9d3632980f2b84c2946334fc45e9dec8ac7d331556",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "quant-ph",
    "submitted_at": "2023-03-09T18:40:03Z",
    "title_canon_sha256": "64d4c21979626efe74e95b8d401bb64a5e3360f3af61685d987444effb2aa2a6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2303.05488",
    "kind": "arxiv",
    "version": 2
  }
}