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Pith Number

pith:B2BQ3O25

pith:2022:B2BQ3O25HLKIBACPWEU5KS5RA4
not attested not anchored not stored refs pending

Optimizing Nitrogen Management with Deep Reinforcement Learning and Crop Simulations

Jing Wu, Naira Hovakimyan, Nicolas F. Martin, Pan Zhao, Ran Tao

arxiv:2204.10394 v1 · 2022-04-21 · cs.LG

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{B2BQ3O25HLKIBACPWEU5KS5RA4}

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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 2026-07-05T04:16:56.368968Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

0e830dbb5d3ad480804fb129d54bb1071ff579e83a78242d8568b9bf18d26898

Aliases

arxiv: 2204.10394 · arxiv_version: 2204.10394v1 · doi: 10.48550/arxiv.2204.10394 · pith_short_12: B2BQ3O25HLKI · pith_short_16: B2BQ3O25HLKIBACP · pith_short_8: B2BQ3O25
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/B2BQ3O25HLKIBACPWEU5KS5RA4 \
  | 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: 0e830dbb5d3ad480804fb129d54bb1071ff579e83a78242d8568b9bf18d26898
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "2dcb4cfd28c6984fdc01cf27192920d58946a0fcf8576fb817ec8b100ac9b53b",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-04-21T20:26:41Z",
    "title_canon_sha256": "f7c478b710ae3af16eadbd5ea7906473bd4916b5118047a8a8794775ee6598a0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2204.10394",
    "kind": "arxiv",
    "version": 1
  }
}