Pith Number

pith:K3XFO6QT

pith:2023:K3XFO6QTH2DEHFYDVLZQDTJUH4

not attested not anchored not stored refs pending

Solving Bayesian Inverse Problems With Expensive Likelihoods Using Constrained Gaussian Processes and Active Learning

Carolin M. Geitner, Gil Robalo Rei, Jonas Nitzler, Maximilian Dinkel, Wolfgang A. Wall

arxiv:2312.08085 v1 · 2023-12-13 · cs.CE

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{K3XFO6QTH2DEHFYDVLZQDTJUH4}

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

Dynamic Learning Rate Decay for Stochastic Variational Inference

Receipt and verification

First computed	2026-07-05T07:23:41.059059Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

56ee577a133e86439703aaf301cd343f1dda8ff72a192f4c55b28d5288fa9970

Aliases

arxiv: 2312.08085 · arxiv_version: 2312.08085v1 · doi: 10.48550/arxiv.2312.08085 · pith_short_12: K3XFO6QTH2DE · pith_short_16: K3XFO6QTH2DEHFYD · pith_short_8: K3XFO6QT

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/K3XFO6QTH2DEHFYDVLZQDTJUH4 \
  | 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: 56ee577a133e86439703aaf301cd343f1dda8ff72a192f4c55b28d5288fa9970

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ba089b26a9c65fc9145ce9cbcc5a2ef5763df981e1ba05b1c858919c974f001e",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CE",
    "submitted_at": "2023-12-13T12:01:32Z",
    "title_canon_sha256": "c135c470aba8b2959f4814bbf146ff178f684cc06387a313da09ac4f6abde643"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2312.08085",
    "kind": "arxiv",
    "version": 1
  }
}