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Pith Number

pith:4GF3LSMD

pith:2021:4GF3LSMDERKCKX2IYW4UGSYHWS
not attested not anchored not stored refs pending

Holographic image reconstruction with phase recovery and autofocusing using recurrent neural networks

Aydogan Ozcan, Luzhe Huang, Tairan Liu, Xilin Yang, Yair Rivenson, Yi Luo

arxiv:2102.12281 v1 · 2021-02-12 · eess.IV · cs.CV · cs.LG · physics.optics

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{4GF3LSMDERKCKX2IYW4UGSYHWS}

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 2026-07-05T02:43:53.966716Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

e18bb5c9832454255f48c5b9434b07b4aee5739604435cf24e0c095779585166

Aliases

arxiv: 2102.12281 · arxiv_version: 2102.12281v1 · doi: 10.48550/arxiv.2102.12281 · pith_short_12: 4GF3LSMDERKC · pith_short_16: 4GF3LSMDERKCKX2I · pith_short_8: 4GF3LSMD
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/4GF3LSMDERKCKX2IYW4UGSYHWS \
  | 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: e18bb5c9832454255f48c5b9434b07b4aee5739604435cf24e0c095779585166
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "1ff208369b4cb97533967c2b18c2742af4ef117328e490fb4aa81a32e5632d5b",
    "cross_cats_sorted": [
      "cs.CV",
      "cs.LG",
      "physics.optics"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "eess.IV",
    "submitted_at": "2021-02-12T01:51:43Z",
    "title_canon_sha256": "b65dad46278b73aa48dacd3124326988496d0f154ae0df497aedae3863d3031a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2102.12281",
    "kind": "arxiv",
    "version": 1
  }
}