Pith. sign in
Pith Number

pith:L5DKJL5G

pith:2022:L5DKJL5GWWMI2R6XSCULH3JLBD
not attested not anchored not stored refs pending

Neural network analysis of neutron and X-ray reflectivity data: automated analysis using mlreflect, experimental errors and feature engineering

Alessandro Greco, Alexander Gerlach, Alexander Hinderhofer, Chen Shen, Evelyn Edel, Florian Bertram, Frank Schreiber, Ingrid Dax, Nadine Russegger, Valentin Munteanu, Vladimir Starostin

arxiv:2202.11609 v1 · 2022-02-23 · physics.data-an · cond-mat.soft

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{L5DKJL5GWWMI2R6XSCULH3JLBD}

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 2026-07-05T03:59:35.007757Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

5f46a4afa6b5988d47d790a8b3ed2b08f03e023bcd7019e24213af6db014e3cf

Aliases

arxiv: 2202.11609 · arxiv_version: 2202.11609v1 · doi: 10.48550/arxiv.2202.11609 · pith_short_12: L5DKJL5GWWMI · pith_short_16: L5DKJL5GWWMI2R6X · pith_short_8: L5DKJL5G
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/L5DKJL5GWWMI2R6XSCULH3JLBD \
  | 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: 5f46a4afa6b5988d47d790a8b3ed2b08f03e023bcd7019e24213af6db014e3cf
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "11874dd7bd7b947af5f548e4c69bd558e80dedc88cf990a28f310a0cded03fff",
    "cross_cats_sorted": [
      "cond-mat.soft"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "physics.data-an",
    "submitted_at": "2022-02-23T16:42:56Z",
    "title_canon_sha256": "8a89d4a9ceb8800d64b9ce28eea16732c4916969634fcb32fcbefe9ec0da8fea"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2202.11609",
    "kind": "arxiv",
    "version": 1
  }
}