Pith Number

pith:ONQ7P2N5

pith:2022:ONQ7P2N54ZKGIG7AY7YL43BK5Q

not attested not anchored not stored refs pending

Neural Posterior Estimation with Differentiable Simulators

Alexandre Boucaud, Benjamin Remy, Eric Aubourg, Fran\c{c}ois Lanusse, Justine Zeghal

arxiv:2207.05636 v1 · 2022-07-12 · astro-ph.IM · 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{ONQ7P2N54ZKGIG7AY7YL43BK5Q}

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

Keeping Score: Efficiency Improvements in Neural Likelihood Surrogate Training via Score-Augmented Loss Functions

Joint inference of weak lensing convergence map and cosmology with diffusion models

Keeping Score: Efficiency Improvements in Neural Likelihood Surrogate Training via Score-Augmented Loss Functions

Receipt and verification

First computed	2026-07-05T04:39:44.790680Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7361f7e9bde654641be0c7f0be6c2aec10f4a28a663a991c78d8b08402248c3f

Aliases

arxiv: 2207.05636 · arxiv_version: 2207.05636v1 · doi: 10.48550/arxiv.2207.05636 · pith_short_12: ONQ7P2N54ZKG · pith_short_16: ONQ7P2N54ZKGIG7A · pith_short_8: ONQ7P2N5

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/ONQ7P2N54ZKGIG7AY7YL43BK5Q \
  | 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: 7361f7e9bde654641be0c7f0be6c2aec10f4a28a663a991c78d8b08402248c3f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a3152444bc55200aa8374473d930ee48bf9a026f58ffeff96b2648a47c56c798",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "astro-ph.IM",
    "submitted_at": "2022-07-12T16:08:04Z",
    "title_canon_sha256": "fb4cde5cbdec9564556a03e7a4d938a96c3de1ed071b8e25ee3c64f47ce7e702"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2207.05636",
    "kind": "arxiv",
    "version": 1
  }
}