Pith Number

pith:GAMPDELJ

pith:2024:GAMPDELJCMUOJN5SA43CBPOQD4

not attested not anchored not stored refs pending

Joint Parameter and Parameterization Inference with Uncertainty Quantification through Differentiable Programming

Mohamed Aziz Bhouri, Pierre Gentine, Yongquan Qu

arxiv:2403.02215 v3 · 2024-03-04 · cs.LG · math.DS · nlin.CD · physics.ao-ph

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{GAMPDELJCMUOJN5SA43CBPOQD4}

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

Systematic LLM Translation of Legacy Scientific Code to Differentiable Frameworks: Application to a Land Surface Model

Receipt and verification

First computed	2026-07-05T08:16:08.716045Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3018f191691328e4b7b2073620bdd01f27be3be85e5e7e5353ddd4c42796e9a1

Aliases

arxiv: 2403.02215 · arxiv_version: 2403.02215v3 · doi: 10.48550/arxiv.2403.02215 · pith_short_12: GAMPDELJCMUO · pith_short_16: GAMPDELJCMUOJN5S · pith_short_8: GAMPDELJ

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/GAMPDELJCMUOJN5SA43CBPOQD4 \
  | 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: 3018f191691328e4b7b2073620bdd01f27be3be85e5e7e5353ddd4c42796e9a1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b447d22336ca519bb4da84812050a903f5d3bbec525500ae3f88469e52740f05",
    "cross_cats_sorted": [
      "math.DS",
      "nlin.CD",
      "physics.ao-ph"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-03-04T17:02:23Z",
    "title_canon_sha256": "8d96ba7bc0b3695a2f20a2535f02f28dfec2671593d8b2b109888689211e4edb"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2403.02215",
    "kind": "arxiv",
    "version": 3
  }
}