Pith. sign in
Pith Number

pith:F7A3HMAB

pith:2020:F7A3HMABEJMAPKJIM3OXKLK4S4
not attested not anchored not stored refs pending

An autoencoder wavelet based deep neural network with attention mechanism for multistep prediction of plant growth

Bashar Alhnaity, Bert Schamp, Georgios Leontidis, Shouyong Jiang, Simon Pearson, Stefanos Kollias

arxiv:2012.04041 v1 · 2020-12-07 · cs.LG

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{F7A3HMABEJMAPKJIM3OXKLK4S4}

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.

Cited by

1 paper in Pith

Receipt and verification
First computed 2026-07-05T01:57:37.348927Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

2fc1b3b001225807a92866dd752d5c9725b0a672cea01434749650b4282889fb

Aliases

arxiv: 2012.04041 · arxiv_version: 2012.04041v1 · doi: 10.48550/arxiv.2012.04041 · pith_short_12: F7A3HMABEJMA · pith_short_16: F7A3HMABEJMAPKJI · pith_short_8: F7A3HMAB
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/F7A3HMABEJMAPKJIM3OXKLK4S4 \
  | 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: 2fc1b3b001225807a92866dd752d5c9725b0a672cea01434749650b4282889fb
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "bd686df61a40bf3a598d81428fd3168935f23f58fb9d3529a7bd51f5e2800e7e",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-12-07T20:30:39Z",
    "title_canon_sha256": "dfd5868ceba25e8af4eaf319f13593c40da7412520b3c1054634688f2deaa8a8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2012.04041",
    "kind": "arxiv",
    "version": 1
  }
}