Pith Number

pith:VM3PU7SN

pith:2025:VM3PU7SNFUUPLSHHFHO72X3JWH

not attested not anchored not stored refs pending

Improved Sub-Visible Particle Classification in Flow Imaging Microscopy via Generative AI-Based Image Synthesis

Hristo L. Svilenov, Joris Vankerschaver, Michaela Cohrs, Utku Ozbulak, Wesley De Neve

arxiv:2508.06021 v1 · 2025-08-08 · cs.CV · cs.AI · 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{VM3PU7SNFUUPLSHHFHO72X3JWH}

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	2026-06-24T01:14:21.599679Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ab36fa7e4d2d28f5c8e729ddfd5f69b1c256c024a658dcf88ee809665ae34b9e

Aliases

arxiv: 2508.06021 · arxiv_version: 2508.06021v1 · doi: 10.48550/arxiv.2508.06021 · pith_short_12: VM3PU7SNFUUP · pith_short_16: VM3PU7SNFUUPLSHH · pith_short_8: VM3PU7SN

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/VM3PU7SNFUUPLSHHFHO72X3JWH \
  | 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: ab36fa7e4d2d28f5c8e729ddfd5f69b1c256c024a658dcf88ee809665ae34b9e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "95e954f145cf6300ff374769fe7a0759aba1699b922ffaf1048818198fd5e096",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-08-08T05:15:02Z",
    "title_canon_sha256": "f5950d32fb5e298db01efe6187fc5d3a9448c5608e09a7ab05d50d84620b2ed1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.06021",
    "kind": "arxiv",
    "version": 1
  }
}