pith. sign in
Pith Number

pith:GCLS62OL

pith:2020:GCLS62OLHWXMB2DKLKXWLGXXSA
not attested not anchored not stored refs pending

Recurrent neural network-based volumetric fluorescence microscopy

Aydogan Ozcan, Luzhe Huang, Yair Rivenson, Yilin Luo

arxiv:2010.10781 v1 · 2020-10-21 · physics.optics · cs.CV · cs.LG · physics.bio-ph

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{GCLS62OLHWXMB2DKLKXWLGXXSA}

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 2026-07-05T02:25:27.180239Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

30972f69cb3daec0e86a5aaf659af79008479ac714be29b33b2bb5d12e12223b

Aliases

arxiv: 2010.10781 · arxiv_version: 2010.10781v1 · doi: 10.48550/arxiv.2010.10781 · pith_short_12: GCLS62OLHWXM · pith_short_16: GCLS62OLHWXMB2DK · pith_short_8: GCLS62OL
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/GCLS62OLHWXMB2DKLKXWLGXXSA \
  | 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: 30972f69cb3daec0e86a5aaf659af79008479ac714be29b33b2bb5d12e12223b
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "35dbc987d72d7f17bdad78502a6d0cb4973327c49563cdc802c37ee612081214",
    "cross_cats_sorted": [
      "cs.CV",
      "cs.LG",
      "physics.bio-ph"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "physics.optics",
    "submitted_at": "2020-10-21T06:17:38Z",
    "title_canon_sha256": "a6f29ba4d29fb098bbed44a746b9200fba539d580c7286e902509ce7940b8b59"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2010.10781",
    "kind": "arxiv",
    "version": 1
  }
}