Pith Number

pith:DOSW7GMB

pith:2022:DOSW7GMBDACBFBPYFCM63ODROL

not attested not anchored not stored refs pending

Predicting electronic structures at any length scale with machine learning

Aidan P. Thompson, Attila Cangi, Dayton J. Vogel, Gabriel A. Popoola, Lenz Fiedler, Normand A. Modine, Sivasankaran Rajamanickam, Steve Schmerler

arxiv:2210.11343 v3 · 2022-10-20 · cond-mat.mtrl-sci · cond-mat.dis-nn · physics.comp-ph

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{DOSW7GMBDACBFBPYFCM63ODROL}

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.

Cited by

1 paper in Pith

Materials Learning Algorithms (MALA): Scalable Machine Learning for Electronic Structure Calculations in Large-Scale Atomistic Simulations

Receipt and verification

First computed	2026-07-05T06:25:38.298151Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1ba56f998118041285f82899edb87172c85706b7c867b13b3a6a8520458ab996

Aliases

arxiv: 2210.11343 · arxiv_version: 2210.11343v3 · doi: 10.48550/arxiv.2210.11343 · pith_short_12: DOSW7GMBDACB · pith_short_16: DOSW7GMBDACBFBPY · pith_short_8: DOSW7GMB

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/DOSW7GMBDACBFBPYFCM63ODROL \
  | 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: 1ba56f998118041285f82899edb87172c85706b7c867b13b3a6a8520458ab996

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3679f90a73ef3b46d2c24443e5d64b1a4a6d1dcb4b045c67c6bdafafc87619c3",
    "cross_cats_sorted": [
      "cond-mat.dis-nn",
      "physics.comp-ph"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cond-mat.mtrl-sci",
    "submitted_at": "2022-10-20T15:22:30Z",
    "title_canon_sha256": "883e7e24c7b32684d7099416e1f892d3ef2d6b8a25ba29ac66eabc74f2308496"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2210.11343",
    "kind": "arxiv",
    "version": 3
  }
}