Pith Number

pith:SNTEYFD7

pith:2025:SNTEYFD7SQO6R4SUWCWOMS4AM2

not attested not anchored not stored refs pending

Action-Minimization Meets Generative Modeling: Efficient Transition Path Sampling with the Onsager-Machlup Functional

Aditi S. Krishnapriyan, Martin \v{S}\'ipka, Michael Psenka, Michal Pavelka, Sanjeev Raja, Tobias Kreiman

arxiv:2504.18506 v3 · 2025-04-25 · cs.LG · cond-mat.mtrl-sci · physics.chem-ph · q-bio.BM

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{SNTEYFD7SQO6R4SUWCWOMS4AM2}

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

8 papers in Pith

Drift-React: One-step Generation of Reaction Pathways via SE(3) Drifting Fields

Onsager-Machlup Posterior Transport for Deep Gaussian Processes

A Call to Lagrangian Action: Learning Population Mechanics from Temporal Snapshots

A Priori Sampling of Transition States with Guided Diffusion

Information as Maximum-Caliber Deviation: A bridge between Integrated Information Theory and the Free Energy Principle

Receipt and verification

First computed	2026-07-05T11:27:29.677967Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

93664c147f941de8f254b0ace64b80668aad156909672f6e1c427974274da1af

Aliases

arxiv: 2504.18506 · arxiv_version: 2504.18506v3 · doi: 10.48550/arxiv.2504.18506 · pith_short_12: SNTEYFD7SQO6 · pith_short_16: SNTEYFD7SQO6R4SU · pith_short_8: SNTEYFD7

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/SNTEYFD7SQO6R4SUWCWOMS4AM2 \
  | 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: 93664c147f941de8f254b0ace64b80668aad156909672f6e1c427974274da1af

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e609e1b7c49582175816210765489c6e49f74d95e94ebb00a7347ac7d0dd4b06",
    "cross_cats_sorted": [
      "cond-mat.mtrl-sci",
      "physics.chem-ph",
      "q-bio.BM"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-04-25T17:17:17Z",
    "title_canon_sha256": "9733238539f91280e7b316e9d1ac6440a13a2b41841caa7efae805422adfa2a8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2504.18506",
    "kind": "arxiv",
    "version": 3
  }
}