Pith Number

pith:MLCENO3F

pith:2020:MLCENO3FZU4AUWK6YCJS3REKZW

not attested not anchored not stored refs pending

Unifying supervised learning and VAEs -- coverage, systematics and goodness-of-fit in normalizing-flow based neural network models for astro-particle reconstructions

Thorsten Gl\"usenkamp

arxiv:2008.05825 v5 · 2020-08-13 · cs.LG · astro-ph.HE · astro-ph.IM · hep-ex · 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{MLCENO3FZU4AUWK6YCJS3REKZW}

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	2026-07-05T07:55:17.357110Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

62c446bb65cd380a595ec0932dc48acda6c4fcb6d1221d26bf9611ffeab1328f

Aliases

arxiv: 2008.05825 · arxiv_version: 2008.05825v5 · doi: 10.48550/arxiv.2008.05825 · pith_short_12: MLCENO3FZU4A · pith_short_16: MLCENO3FZU4AUWK6 · pith_short_8: MLCENO3F

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/MLCENO3FZU4AUWK6YCJS3REKZW \
  | 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: 62c446bb65cd380a595ec0932dc48acda6c4fcb6d1221d26bf9611ffeab1328f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6d723e6f68c250650bbe59629314cea7bcb601287d5ab9032935c79f67ecc372",
    "cross_cats_sorted": [
      "astro-ph.HE",
      "astro-ph.IM",
      "hep-ex",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-08-13T11:28:57Z",
    "title_canon_sha256": "59c8043e7e041bf61fc76b8e0a4971b5b9e519d176982dee0c59f30f789390b1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2008.05825",
    "kind": "arxiv",
    "version": 5
  }
}