Pith Number

pith:NJX4DOZN

pith:2023:NJX4DOZNNFXV5VMOAUTL6XDPMY

not attested not anchored not stored refs pending

A Hybrid Optimization and Deep RL Approach for Resource Allocation in Semi-GF NOMA Networks

Duc-Dung Tran, Symeon Chatzinotas, Ti Ti Nguyen, Vu Nguyen Ha

arxiv:2307.09061 v1 · 2023-07-18 · eess.SP

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{NJX4DOZNNFXV5VMOAUTL6XDPMY}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

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	2026-07-05T06:31:38.728085Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6a6fc1bb2d696f5ed58e0526bf5c6f66391e0da8afe8ff97a8e194f771a5bec8

Aliases

arxiv: 2307.09061 · arxiv_version: 2307.09061v1 · doi: 10.48550/arxiv.2307.09061 · pith_short_12: NJX4DOZNNFXV · pith_short_16: NJX4DOZNNFXV5VMO · pith_short_8: NJX4DOZN

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/NJX4DOZNNFXV5VMOAUTL6XDPMY \
  | 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: 6a6fc1bb2d696f5ed58e0526bf5c6f66391e0da8afe8ff97a8e194f771a5bec8

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ed3dfad315d5783f9accb126e67f532d3fb00fc2057e5bd48c02cef81e6d217c",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "eess.SP",
    "submitted_at": "2023-07-18T08:25:28Z",
    "title_canon_sha256": "e3832b67b40633bbce28671d0ea84e6b620bc42cc7bd333f64fbafe040b6a4cc"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2307.09061",
    "kind": "arxiv",
    "version": 1
  }
}