Pith. sign in
Pith Number

pith:OMTHLXTI

pith:2021:OMTHLXTIRFN6P4GOUHAIOO4KR6
not attested not anchored not stored refs pending

Machine learning to tame divergent density functional approximations: a new path to consensus materials design principles

Chenru Duan, Fang Liu, Heather J. Kulik, Michael G. Taylor, Shuxin Chen

arxiv:2106.13109 v1 · 2021-06-24 · cond-mat.mtrl-sci · cs.LG · physics.chem-ph

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{OMTHLXTIRFN6P4GOUHAIOO4KR6}

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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.
Receipt and verification
First computed 2026-07-05T02:52:09.726904Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

732675de68895be7f0cea1c0873b8a8f987369e8e3d605812016ff60c4835c3d

Aliases

arxiv: 2106.13109 · arxiv_version: 2106.13109v1 · doi: 10.48550/arxiv.2106.13109 · pith_short_12: OMTHLXTIRFN6 · pith_short_16: OMTHLXTIRFN6P4GO · pith_short_8: OMTHLXTI
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/OMTHLXTIRFN6P4GOUHAIOO4KR6 \
  | 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: 732675de68895be7f0cea1c0873b8a8f987369e8e3d605812016ff60c4835c3d
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "a8f17c5e5af9c62e336357243eb3dff64e986d654174d4de75ef80b9aeaa156e",
    "cross_cats_sorted": [
      "cs.LG",
      "physics.chem-ph"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cond-mat.mtrl-sci",
    "submitted_at": "2021-06-24T15:43:57Z",
    "title_canon_sha256": "06e9a09abc5c909c355bb33dc71a2a941ec225cf31572b4cd560d4991e31d08c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2106.13109",
    "kind": "arxiv",
    "version": 1
  }
}