Pith Number

pith:UXJRUX5S

pith:2022:UXJRUX5SUI3MJNZ3ZLISAG2633

not attested not anchored not stored refs pending

AdaAnn: Adaptive Annealing Scheduler for Probability Density Approximation

Daniele E. Schiavazzi, Emma R. Cobian, Fang Liu, Jonathan D. Hauenstein

arxiv:2202.00792 v1 · 2022-02-01 · stat.CO · 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{UXJRUX5SUI3MJNZ3ZLISAG2633}

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.

Receipt and verification

First computed	2026-07-05T03:53:27.685435Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a5d31a5fb2a236c4b73bcad1201b5edeca6db82319df86ad6f710d1c7a475f80

Aliases

arxiv: 2202.00792 · arxiv_version: 2202.00792v1 · doi: 10.48550/arxiv.2202.00792 · pith_short_12: UXJRUX5SUI3M · pith_short_16: UXJRUX5SUI3MJNZ3 · pith_short_8: UXJRUX5S

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/UXJRUX5SUI3MJNZ3ZLISAG2633 \
  | 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: a5d31a5fb2a236c4b73bcad1201b5edeca6db82319df86ad6f710d1c7a475f80

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1d265dc2fc1109e235cc05335536b4521833099f4c2baea3dd14f10ba733491f",
    "cross_cats_sorted": [
      "cs.LG",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "stat.CO",
    "submitted_at": "2022-02-01T22:26:18Z",
    "title_canon_sha256": "32968e678595a7f65982249c14da94c615802540c9346fb542dd6c09638c40b5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2202.00792",
    "kind": "arxiv",
    "version": 1
  }
}