Pith Number

pith:MBPFY2IH

pith:2020:MBPFY2IH52HTM2O2EDSTUH33V4

not attested not anchored not stored refs pending

Physics-enhanced machine learning for virtual fluorescence microscopy

Amey Chaware, Colin L. Cooke, D. Michael Ando, Fanjie Kong, Kanghyun Kim, Kevin C. Zhou, Pavan Chandra Konda, Roarke Horstmeyer, Rong Xu, Samuel J. Yang

arxiv:2004.04306 v2 · 2020-04-09 · eess.IV · cs.CV · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{MBPFY2IH52HTM2O2EDSTUH33V4}

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	2026-07-05T00:57:26.134669Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

605e5c6907ee8f3669da20e53a1f7baf1774392635a278b50182cc4cb2e8f491

Aliases

arxiv: 2004.04306 · arxiv_version: 2004.04306v2 · doi: 10.48550/arxiv.2004.04306 · pith_short_12: MBPFY2IH52HT · pith_short_16: MBPFY2IH52HTM2O2 · pith_short_8: MBPFY2IH

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/MBPFY2IH52HTM2O2EDSTUH33V4 \
  | 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: 605e5c6907ee8f3669da20e53a1f7baf1774392635a278b50182cc4cb2e8f491

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "28c896247370a9203afce07048fbb32a1a3ad728c1364a28a043272a4c6265b4",
    "cross_cats_sorted": [
      "cs.CV",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "eess.IV",
    "submitted_at": "2020-04-09T00:17:00Z",
    "title_canon_sha256": "3b521065f162611b5796ef30b62087c9d70b0a2972a6f4db317d0a8ccc9db229"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2004.04306",
    "kind": "arxiv",
    "version": 2
  }
}