Pith Number

pith:G6BMQBCD

pith:2025:G6BMQBCDR4NRPR644ZT4KN6SDT

not attested not anchored not stored refs pending

Quantum reservoir computing in Jaynes-Cummings models: Nonlinear memory and time-series prediction

Gian Luca Giorgi, Roberta Zambrini, Sreetama Das

arxiv:2510.00171 v2 · 2025-09-30 · quant-ph · cs.LG

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{G6BMQBCDR4NRPR644ZT4KN6SDT}

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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

2 papers in Pith

Quantum Reservoir Computing for Realized Volatility Forecasting

Efficient classical training of model-free quantum photonic reservoir

Receipt and verification

First computed	2026-05-21T01:04:17.379063Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3782c804438f1b17c7dce667c537d21cf970a55adc2866f02d37276d72c3d13b

Aliases

arxiv: 2510.00171 · arxiv_version: 2510.00171v2 · doi: 10.48550/arxiv.2510.00171 · pith_short_12: G6BMQBCDR4NR · pith_short_16: G6BMQBCDR4NRPR64 · pith_short_8: G6BMQBCD

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/G6BMQBCDR4NRPR644ZT4KN6SDT \
  | 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: 3782c804438f1b17c7dce667c537d21cf970a55adc2866f02d37276d72c3d13b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "cd96d5d5a5806c920c623313e29d71946c8f1ddc92e739f85810561712d8d9da",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "quant-ph",
    "submitted_at": "2025-09-30T18:46:20Z",
    "title_canon_sha256": "f7ef2022dd3f71539792d8e9eba52ebaef2e6896f84a849e5c79138b358f3fb0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2510.00171",
    "kind": "arxiv",
    "version": 2
  }
}