Pith Number

pith:I6PJRH2T

pith:2024:I6PJRH2TYAY6X4K7VVIION7IX5

not attested not anchored not stored refs pending

Neural Network-Based Processing and Reconstruction of Compromised Biophotonic Image Data

Aydogan Ozcan, Cagatay Isil, Luzhe Huang, Michael John Fanous, Paloma Casteleiro Costa

arxiv:2403.14324 v1 · 2024-03-21 · physics.optics · cs.CV · cs.LG · physics.app-ph

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{I6PJRH2TYAY6X4K7VVIION7IX5}

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	2026-07-05T08:58:43.086329Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

479e989f53c031ebf15fad508737e8bf5c099fb9d18665d28b4feb5b251825fe

Aliases

arxiv: 2403.14324 · arxiv_version: 2403.14324v1 · doi: 10.48550/arxiv.2403.14324 · pith_short_12: I6PJRH2TYAY6 · pith_short_16: I6PJRH2TYAY6X4K7 · pith_short_8: I6PJRH2T

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/I6PJRH2TYAY6X4K7VVIION7IX5 \
  | 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: 479e989f53c031ebf15fad508737e8bf5c099fb9d18665d28b4feb5b251825fe

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "eb2096127d29353bf17cb93a1b89c21d8fa64da3c49e158a3d04f7b38d54d453",
    "cross_cats_sorted": [
      "cs.CV",
      "cs.LG",
      "physics.app-ph"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "physics.optics",
    "submitted_at": "2024-03-21T11:44:25Z",
    "title_canon_sha256": "edbb99bff974b33af710a7e930dbdeb7aee01b560766b2decff593fc357c7b20"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2403.14324",
    "kind": "arxiv",
    "version": 1
  }
}