Pith Number

pith:Q6O2YHIS

pith:2020:Q6O2YHIS7PAEEAYJK5ISLDKQ2D

not attested not anchored not stored refs pending

Machine Learning in Nano-Scale Biomedical Engineering

Alexandros-Apostolos A. Boulogeorgos, George K. Karagiannidis, Sotiris A. Tegos, Stylianos E. Trevlakis, Vasilis K. Papanikolaou

arxiv:2008.02195 v2 · 2020-08-05 · cs.LG · cs.ET · eess.SP

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{Q6O2YHIS7PAEEAYJK5ISLDKQ2D}

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	2026-07-05T01:44:50.115672Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

879dac1d12fbc04203095751258d50d0f071861b89b54f688840b5b810996415

Aliases

arxiv: 2008.02195 · arxiv_version: 2008.02195v2 · doi: 10.48550/arxiv.2008.02195 · pith_short_12: Q6O2YHIS7PAE · pith_short_16: Q6O2YHIS7PAEEAYJ · pith_short_8: Q6O2YHIS

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/Q6O2YHIS7PAEEAYJK5ISLDKQ2D \
  | 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: 879dac1d12fbc04203095751258d50d0f071861b89b54f688840b5b810996415

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2eb82ba762b309b5fbfd26cd4ceacfc9b29d9426c3ce40da90dfacd3eaece3c1",
    "cross_cats_sorted": [
      "cs.ET",
      "eess.SP"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-08-05T15:45:54Z",
    "title_canon_sha256": "ec2dd6608c3919234cca51aa8e2149526ba4b45b1190f1c8a5b4c357dda4a5fa"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2008.02195",
    "kind": "arxiv",
    "version": 2
  }
}