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Pith Number

pith:G2R3M4DD

pith:2024:G2R3M4DDXFPLH5BWFY4SCRTK2A
not attested not anchored not stored refs pending

Optimizing Wireless Networks with Deep Unfolding: Comparative Study on Two Deep Unfolding Mechanisms

Abuzar B. M. Adam, Elhadj Moustapha Diallo, Mohammed A. M. Elhassan

arxiv:2403.18930 v1 · 2024-02-17 · cs.NI · cs.LG

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\usepackage{pith}
\pithnumber{G2R3M4DDXFPLH5BWFY4SCRTK2A}

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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 2026-07-05T08:01:41.652708Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

36a3b67063b95eb3f4362e3921466ad00d6c8b6ee356668161deb0e676cf45c0

Aliases

arxiv: 2403.18930 · arxiv_version: 2403.18930v1 · doi: 10.48550/arxiv.2403.18930 · pith_short_12: G2R3M4DDXFPL · pith_short_16: G2R3M4DDXFPLH5BW · pith_short_8: G2R3M4DD
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/G2R3M4DDXFPLH5BWFY4SCRTK2A \
  | 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: 36a3b67063b95eb3f4362e3921466ad00d6c8b6ee356668161deb0e676cf45c0
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "ac55b2c3727c07962d3c1e387d7ff9769eecca06ed062fd8ad50f13659030b52",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.NI",
    "submitted_at": "2024-02-17T16:36:01Z",
    "title_canon_sha256": "754da2f4cb92149e00f47cd82b2b30a21b13da0a7846e65f12528475b8e9a53b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2403.18930",
    "kind": "arxiv",
    "version": 1
  }
}