Pith Number

pith:Q5IIPZVO

pith:2024:Q5IIPZVO24443QPLD3D4DNMAWI

not attested not anchored not stored refs pending

Posterior sampling with Adaptive Gaussian Processes in Bayesian parameter identification

Daniel Andr\'es-Arcones, J\"org F. Unger, Martin Weiser, Paolo Villani

arxiv:2411.17858 v1 · 2024-11-26 · math.NA · cs.NA

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{Q5IIPZVO24443QPLD3D4DNMAWI}

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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

Robust Surrogate-Based Bayesian Inference via Sampling-Based Adaptive Active Learning (SALE)

Receipt and verification

First computed	2026-07-05T09:41:08.101111Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

875087e6aed739cdc1eb1ec7c1b580b2054f5b0ff07d8b495e5026621f276866

Aliases

arxiv: 2411.17858 · arxiv_version: 2411.17858v1 · doi: 10.48550/arxiv.2411.17858 · pith_short_12: Q5IIPZVO2444 · pith_short_16: Q5IIPZVO24443QPL · pith_short_8: Q5IIPZVO

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/Q5IIPZVO24443QPLD3D4DNMAWI \
  | 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: 875087e6aed739cdc1eb1ec7c1b580b2054f5b0ff07d8b495e5026621f276866

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "97786bad1485329bb466e4daf858e06e385d722000c020e1f1200d95fa226d07",
    "cross_cats_sorted": [
      "cs.NA"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "math.NA",
    "submitted_at": "2024-11-26T20:15:16Z",
    "title_canon_sha256": "d7fd1d01e93c88f0d13cef2c0b474c42244a47cbf932e0f8a6067420d40b0933"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.17858",
    "kind": "arxiv",
    "version": 1
  }
}