Pith Number

pith:FSCHGZAV

pith:2021:FSCHGZAVMQHIJDVEBVNZMGPJW3

not attested not anchored not stored refs pending

Path Integral Sampler: a stochastic control approach for sampling

Qinsheng Zhang, Yongxin Chen

arxiv:2111.15141 v2 · 2021-11-30 · 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{FSCHGZAVMQHIJDVEBVNZMGPJW3}

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

9 papers in Pith

Scalable Inference-Time Annealing with Surrogate Likelihood Estimators

CMAD: Cooperative Multi-Agent Diffusion via Stochastic Optimal Control

Stable and Near-Reversible Diffusion ODE Solvers for Image Editing

Multi-Armed Sampling Problem and the End of Exploration

Explicit and Effectively Symmetric Schemes for Neural SDEs on Lie Groups

Receipt and verification

First computed	2026-07-05T04:03:27.744234Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2c84736415640e848ea40d5b9619e9b6feb8e9f8fe126fabaca9a66ac2626a09

Aliases

arxiv: 2111.15141 · arxiv_version: 2111.15141v2 · doi: 10.48550/arxiv.2111.15141 · pith_short_12: FSCHGZAVMQHI · pith_short_16: FSCHGZAVMQHIJDVE · pith_short_8: FSCHGZAV

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/FSCHGZAVMQHIJDVEBVNZMGPJW3 \
  | 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: 2c84736415640e848ea40d5b9619e9b6feb8e9f8fe126fabaca9a66ac2626a09

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9a7234cb0365f526747a865857a91f2bc6aa68db8cfca5134ab78fd29ea0e21a",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-11-30T05:50:12Z",
    "title_canon_sha256": "0ee3bbaf54256db1eef86884d405db95a8902fc998242d17e9c89e6cb6bd5d31"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2111.15141",
    "kind": "arxiv",
    "version": 2
  }
}