Pith Number

pith:SVXHVSUB

pith:2023:SVXHVSUBL6SHAQ6YPBHDLU6FPR

not attested not anchored not stored refs pending

Score-based Data Assimilation

Fran\c{c}ois Rozet, Gilles Louppe

arxiv:2306.10574 v2 · 2023-06-18 · cs.LG · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{SVXHVSUBL6SHAQ6YPBHDLU6FPR}

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

A Review of Diffusion-based Simulation-Based Inference: Foundations and Applications in Non-Ideal Data Scenarios

HealDA: Highlighting the importance of initial errors in end-to-end AI weather forecasts

Pathwise Learning of Stochastic Dynamical Systems with Partial Observations

Receipt and verification

First computed	2026-07-05T07:07:12.424950Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

956e7aca815fa47043d8784e35d3c57c759c6913514580033f8766fcafaaebb8

Aliases

arxiv: 2306.10574 · arxiv_version: 2306.10574v2 · doi: 10.48550/arxiv.2306.10574 · pith_short_12: SVXHVSUBL6SH · pith_short_16: SVXHVSUBL6SHAQ6Y · pith_short_8: SVXHVSUB

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/SVXHVSUBL6SHAQ6YPBHDLU6FPR \
  | 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: 956e7aca815fa47043d8784e35d3c57c759c6913514580033f8766fcafaaebb8

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "14bf987492a30b9aec414f8658c61bbc52d70113759d3d5f45ea37f53be9c859",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-06-18T14:22:03Z",
    "title_canon_sha256": "7fd5a67233edea94d67f4e513e57ca96abd04d9c7951fcf6f1c01e8d442e59b2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2306.10574",
    "kind": "arxiv",
    "version": 2
  }
}