Pith Number

pith:XLSJOCBQ

pith:2025:XLSJOCBQ2IQF6AZ5GVXQH3ZVQV

not attested not anchored not stored refs pending

Estimating Committor Functions via Deep Adaptive Sampling on Rare Transition Paths

Chao Yang, Kejun Tang, Weiqing Ren, Xiaoliang Wan, Xili Wang, Yueyang Wang

arxiv:2501.15522 v1 · 2025-01-26 · stat.ML · cs.LG · q-bio.QM

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{XLSJOCBQ2IQF6AZ5GVXQH3ZVQV}

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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

1 paper in Pith

Commitment Before Realization: When Classifier-Free Guidance Becomes Unnecessary in Masked Diffusion Language Models

Receipt and verification

First computed	2026-07-05T10:05:30.627549Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

bae4970830d2205f033d356f03ef35854ee13b362551d0a54337685819c6f1c3

Aliases

arxiv: 2501.15522 · arxiv_version: 2501.15522v1 · doi: 10.48550/arxiv.2501.15522 · pith_short_12: XLSJOCBQ2IQF · pith_short_16: XLSJOCBQ2IQF6AZ5 · pith_short_8: XLSJOCBQ

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/XLSJOCBQ2IQF6AZ5GVXQH3ZVQV \
  | 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: bae4970830d2205f033d356f03ef35854ee13b362551d0a54337685819c6f1c3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "36e3db9f8c84a377ddf9825453fa75270d994618011646f83f5c1bd9dcaf7aee",
    "cross_cats_sorted": [
      "cs.LG",
      "q-bio.QM"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2025-01-26T13:38:12Z",
    "title_canon_sha256": "5b9373dce182223dcd3829d15c9623a5a4c7c7492ef8e84ba57ea76bf105589c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.15522",
    "kind": "arxiv",
    "version": 1
  }
}