Pith Number

pith:3ZAC7MKW

pith:2019:3ZAC7MKWUUZE7HNOLYWFJP3ZGI

not attested not anchored not stored refs pending

End-to-End Machine Learning for Experimental Physics: Using Simulated Data to Train a Neural Network for Object Detection in Video Microscopy

Adam A. S. Green, Cheol S. Park, Eric N. Minor, Noel A. Clark, Stian D. Howard

arxiv:1908.05271 v1 · 2019-08-13 · cond-mat.soft · cond-mat.dis-nn

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{3ZAC7MKWUUZE7HNOLYWFJP3ZGI}

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	2026-07-04T23:56:38.133620Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

de402fb156a5324f9dae5e2c54bf79320c4b5a0bc20074c8031d8b4d0aef64a3

Aliases

arxiv: 1908.05271 · arxiv_version: 1908.05271v1 · doi: 10.48550/arxiv.1908.05271 · pith_short_12: 3ZAC7MKWUUZE · pith_short_16: 3ZAC7MKWUUZE7HNO · pith_short_8: 3ZAC7MKW

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/3ZAC7MKWUUZE7HNOLYWFJP3ZGI \
  | 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: de402fb156a5324f9dae5e2c54bf79320c4b5a0bc20074c8031d8b4d0aef64a3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b1b49abdb68fccb610ef42703f63c71241529bf5d3fe467aab24bcf570fe437f",
    "cross_cats_sorted": [
      "cond-mat.dis-nn"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cond-mat.soft",
    "submitted_at": "2019-08-13T00:32:45Z",
    "title_canon_sha256": "6b006eef6d06f06f982d60e89e2e075f386003e6264106cea7b8ddf88545d53e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1908.05271",
    "kind": "arxiv",
    "version": 1
  }
}