Pith Number

pith:WAPSMY5E

pith:2024:WAPSMY5ER5RBBEYN2XZQCP4FK4

not attested not anchored not stored refs pending

A local squared Wasserstein-2 method for efficient reconstruction of models with uncertainty

Mingtao Xia, Qijing Shen

arxiv:2406.06825 v1 · 2024-06-10 · stat.ML · cs.LG · math.PR

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{WAPSMY5ER5RBBEYN2XZQCP4FK4}

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

1 paper in Pith

Reconstructing Noisy Gene Regulation Dynamics Using Extrinsic-Noise-Driven Neural Stochastic Differential Equations

Receipt and verification

First computed	2026-07-05T08:29:50.591552Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b01f2663a48f6210930dd5f3013f85570f4d44b4d315f207c343e876a19c437c

Aliases

arxiv: 2406.06825 · arxiv_version: 2406.06825v1 · doi: 10.48550/arxiv.2406.06825 · pith_short_12: WAPSMY5ER5RB · pith_short_16: WAPSMY5ER5RBBEYN · pith_short_8: WAPSMY5E

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/WAPSMY5ER5RBBEYN2XZQCP4FK4 \
  | 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: b01f2663a48f6210930dd5f3013f85570f4d44b4d315f207c343e876a19c437c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "679db1a143dc4656179681344cd89fed7f1efee89e171fdde3d9ccf784bc06c4",
    "cross_cats_sorted": [
      "cs.LG",
      "math.PR"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2024-06-10T22:15:55Z",
    "title_canon_sha256": "13fbadbd9e7f006f8231a19a9924c9c94d3e4c1d16e52d0972ba4d3202b99992"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.06825",
    "kind": "arxiv",
    "version": 1
  }
}