Pith Number

pith:3VACIS7V

pith:2024:3VACIS7VSAH7AHY4JAYXOTOIJ6

not attested not anchored not stored refs pending

Variational Potential Flow: A Novel Probabilistic Framework for Energy-Based Generative Modelling

Arghya Pal, Chee-Ming Ting, Junn Yong Loo, Michelle Adeline, Raphael C.-W. Phan, Vishnu Monn Baskaran

arxiv:2407.15238 v1 · 2024-07-21 · cs.LG · cs.AI · cs.NE

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{3VACIS7VSAH7AHY4JAYXOTOIJ6}

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	2026-07-05T08:46:40.622675Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

dd40244bf5900ff01f1c4831774dc84f8584436ece1ebf4202a0bc725a6e0aa7

Aliases

arxiv: 2407.15238 · arxiv_version: 2407.15238v1 · doi: 10.48550/arxiv.2407.15238 · pith_short_12: 3VACIS7VSAH7 · pith_short_16: 3VACIS7VSAH7AHY4 · pith_short_8: 3VACIS7V

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/3VACIS7VSAH7AHY4JAYXOTOIJ6 \
  | 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: dd40244bf5900ff01f1c4831774dc84f8584436ece1ebf4202a0bc725a6e0aa7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7d145edcfccb439ae131f4fb6ea6105a313e304229aa84a89da71bd26c9f26a1",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.NE"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-07-21T18:08:12Z",
    "title_canon_sha256": "76116d13493b064b685a0b527f8927341e35ad0a27be43b29d6498509a8a0ed4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2407.15238",
    "kind": "arxiv",
    "version": 1
  }
}