Pith Number

pith:KE225UM4

pith:2025:KE225UM4FMR3B5W6IF43EAPNOZ

not attested not anchored not stored refs pending

A simulation-based training framework for machine-learning applications in ARPES

Andrea Damascelli, Chris Zhou, Matteo Michiardi, MengXing Na, Sydney K. Y. Dufresne

arxiv:2508.15983 v1 · 2025-08-21 · cond-mat.mtrl-sci · cs.LG · physics.comp-ph

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

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\usepackage{pith}
\pithnumber{KE225UM4FMR3B5W6IF43EAPNOZ}

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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

Probabilistic denoising for reliable signal extraction in spectroscopy

Receipt and verification

First computed	2026-07-05T11:57:24.134344Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5135aed19c2b23b0f6de4179b201ed7654a4358babf423b25ff93b42e61c47b9

Aliases

arxiv: 2508.15983 · arxiv_version: 2508.15983v1 · doi: 10.48550/arxiv.2508.15983 · pith_short_12: KE225UM4FMR3 · pith_short_16: KE225UM4FMR3B5W6 · pith_short_8: KE225UM4

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/KE225UM4FMR3B5W6IF43EAPNOZ \
  | 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: 5135aed19c2b23b0f6de4179b201ed7654a4358babf423b25ff93b42e61c47b9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c0ff494ac425c0e1bcb546e74c845457713674aab484eda1b73d16d6a67123ae",
    "cross_cats_sorted": [
      "cs.LG",
      "physics.comp-ph"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cond-mat.mtrl-sci",
    "submitted_at": "2025-08-21T21:59:09Z",
    "title_canon_sha256": "87b69a3ef2d1e7ec4f27db3b31140362c5471fbc4a0a3e26157c9291409fb151"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.15983",
    "kind": "arxiv",
    "version": 1
  }
}