Pith Number

pith:N243726O

pith:2024:N243726OU7ADAAQU4T2V6FBKRX

not attested not anchored not stored refs pending

Iterated Energy-based Flow Matching for Sampling from Boltzmann Densities

Dongyeop Woo, Sungsoo Ahn

arxiv:2408.16249 v1 · 2024-08-29 · cs.LG · stat.ML

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

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\usepackage{pith}
\pithnumber{N243726OU7ADAAQU4T2V6FBKRX}

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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.

Cited by

2 papers in Pith

Energy-Weighted Flow Matching: Unlocking Continuous Normalizing Flows for Efficient and Scalable Boltzmann Sampling

FES-FM: Free Energy Surface Sampling via Reduced Flow Matching

Receipt and verification

First computed	2026-07-05T09:00:28.240998Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6eb9bfebcea7c0300214e4f55f142a8dc44b564e4af20714b443c2f7f5bdfd3a

Aliases

arxiv: 2408.16249 · arxiv_version: 2408.16249v1 · doi: 10.48550/arxiv.2408.16249 · pith_short_12: N243726OU7AD · pith_short_16: N243726OU7ADAAQU · pith_short_8: N243726O

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/N243726OU7ADAAQU4T2V6FBKRX \
  | 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: 6eb9bfebcea7c0300214e4f55f142a8dc44b564e4af20714b443c2f7f5bdfd3a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3b0772ccfbdbde0655088257f18cf574b21ba5ca149bfd7d1b5c8d4f00cc42b2",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-08-29T04:06:34Z",
    "title_canon_sha256": "b163084557dce612c69d2d5c1c39930a9bbbc019f37f9c8ceb1fcb08e9cfddcb"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2408.16249",
    "kind": "arxiv",
    "version": 1
  }
}