Pith Number

pith:EDZVKYVS

pith:2025:EDZVKYVS2BYWFCCSNBRCLLZYYY

not attested not anchored not stored refs pending

Hybrid Physics-Machine Learning Models for Quantitative Electron Diffraction Refinements

Benjamin Colmey, Paul A. Midgley, Shreshth A. Malik, Stephen J. Roberts, Tiarnan A.S. Doherty, Yarin Gal

arxiv:2508.05908 v1 · 2025-08-08 · physics.comp-ph · cs.LG

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\usepackage{pith}
\pithnumber{EDZVKYVS2BYWFCCSNBRCLLZYYY}

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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

The role of absorption in three-dimensional electron diffraction dynamical structure refinement

Receipt and verification

First computed	2026-07-05T11:50:45.288830Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

20f35562b2d071628852686225af38c628e70a5d120fc3f9cccaca746b62c80c

Aliases

arxiv: 2508.05908 · arxiv_version: 2508.05908v1 · doi: 10.48550/arxiv.2508.05908 · pith_short_12: EDZVKYVS2BYW · pith_short_16: EDZVKYVS2BYWFCCS · pith_short_8: EDZVKYVS

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/EDZVKYVS2BYWFCCSNBRCLLZYYY \
  | 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: 20f35562b2d071628852686225af38c628e70a5d120fc3f9cccaca746b62c80c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "bf96b4388ce4b66f4aaa70ea688ad52de370737d1c6a04c602034ae9d2e750d8",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "physics.comp-ph",
    "submitted_at": "2025-08-08T00:13:12Z",
    "title_canon_sha256": "2ef650ee64833f205e491eb105cac24c51e80d4dd1b6d3f0d9ad124665abff17"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.05908",
    "kind": "arxiv",
    "version": 1
  }
}