Pith Number

pith:2MJVIUYH

pith:2018:2MJVIUYH5FWTZ5FK4DO4YDF2OG

not attested not anchored not stored refs pending

Cross-modality deep learning brings bright-field microscopy contrast to holography

Aydogan Ozcan, Ayfer Calis, Gunvant Chaudhari, Kevin De Haan, Yair Rivenson, Yichen Wu, Yilin Luo

arxiv:1811.07103 v1 · 2018-11-17 · 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{2MJVIUYH5FWTZ5FK4DO4YDF2OG}

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	2026-05-17T23:51:52.312026Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d313545307e96d3cf4aae0ddcc0cba7186ba1ea0e6c533887715b5ee9b7389c7

Aliases

arxiv: 1811.07103 · arxiv_version: 1811.07103v1 · doi: 10.48550/arxiv.1811.07103 · pith_short_12: 2MJVIUYH5FWT · pith_short_16: 2MJVIUYH5FWTZ5FK · pith_short_8: 2MJVIUYH

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/2MJVIUYH5FWTZ5FK4DO4YDF2OG \
  | 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: d313545307e96d3cf4aae0ddcc0cba7186ba1ea0e6c533887715b5ee9b7389c7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "81c0827096b34ed8f983102408f616cbce73dd6fa3400ea58e8b8a7520b6e246",
    "cross_cats_sorted": [
      "cs.LG",
      "physics.app-ph"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2018-11-17T05:20:13Z",
    "title_canon_sha256": "9f91a4256e046d3dc82e95b365eed03eb9b7bca489b7bdf3e0e151d7e5d69e2b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1811.07103",
    "kind": "arxiv",
    "version": 1
  }
}