Pith Number

pith:KPHK3HH5

pith:2019:KPHK3HH55F4SIMWUWWGDY4BZ3B

not attested not anchored not stored refs pending

Resolution enhancement in scanning electron microscopy using deep learning

Aydogan Ozcan, Kevin De Haan, Yair Rivenson, Yichen Wu, Zachary S. Ballard

arxiv:1901.11094 v1 · 2019-01-30 · cs.CV · cs.LG · physics.app-ph

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{KPHK3HH55F4SIMWUWWGDY4BZ3B}

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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

Deep learning-based color holographic microscopy

Receipt and verification

First computed	2026-07-04T23:58:25.203628Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

53cead9cfde9792432d4b58c3c7039d85da9e353b3cc98f7a56d02f550640ce1

Aliases

arxiv: 1901.11094 · arxiv_version: 1901.11094v1 · doi: 10.48550/arxiv.1901.11094 · pith_short_12: KPHK3HH55F4S · pith_short_16: KPHK3HH55F4SIMWU · pith_short_8: KPHK3HH5

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/KPHK3HH55F4SIMWUWWGDY4BZ3B \
  | 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: 53cead9cfde9792432d4b58c3c7039d85da9e353b3cc98f7a56d02f550640ce1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "75ab1835b3f8511962c70b5db25b78066440880107dff6fded3dc2900753a275",
    "cross_cats_sorted": [
      "cs.LG",
      "physics.app-ph"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2019-01-30T20:48:59Z",
    "title_canon_sha256": "3342645b4919f2a5f0f78fe7573f892c6f4794c5ee74241c51b5c1bbbf328efb"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1901.11094",
    "kind": "arxiv",
    "version": 1
  }
}