Pith Number

pith:W72YVII5

pith:2024:W72YVII5LWAAIOQIEABHPRSEYX

not attested not anchored not stored refs pending

Sequential Controlled Langevin Diffusions

Anima Anandkumar, Denis Blessing, Gerhard Neumann, Julius Berner, Junhua Chen, Lorenz Richter

arxiv:2412.07081 v2 · 2024-12-10 · stat.ML · 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{W72YVII5LWAAIOQIEABHPRSEYX}

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.

Cited by

3 papers in Pith

Tensor Train Diffusion: Leveraging Low-Rank Structures for High-Dimensional Score-Based Sampling

Sample-efficient evidence estimation of score based priors for model selection

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

Receipt and verification

First computed	2026-07-05T12:06:03.828476Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b7f58aa11d5d80043a08200277c644c5f7e50f3d9ac0ab0629aa9afe273660b3

Aliases

arxiv: 2412.07081 · arxiv_version: 2412.07081v2 · doi: 10.48550/arxiv.2412.07081 · pith_short_12: W72YVII5LWAA · pith_short_16: W72YVII5LWAAIOQI · pith_short_8: W72YVII5

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/W72YVII5LWAAIOQIEABHPRSEYX \
  | 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: b7f58aa11d5d80043a08200277c644c5f7e50f3d9ac0ab0629aa9afe273660b3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "73e356172e554ddd085ed074af3591f34fc6d002dcd9d7b2bed1fb92d9f2ffc9",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2024-12-10T00:47:10Z",
    "title_canon_sha256": "0b2bee68427adaf18cad2821cd36c20f9915673537c229fedbdf2c89c55475a4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.07081",
    "kind": "arxiv",
    "version": 2
  }
}