Pith. sign in
Pith Number

pith:UKKW4LQQ

pith:2022:UKKW4LQQYF76K76H575PTKHB7Y
not attested not anchored not stored refs pending

By how much can closed-loop frameworks accelerate computational materials discovery?

Bryce Meredig, Eric Muckley, Lance Kavalsky, Matthew S. Johnson, Venkatasubramanian Viswanathan, Vinay I. Hegde

arxiv:2211.10533 v2 · 2022-11-18 · cond-mat.mtrl-sci

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{UKKW4LQQYF76K76H575PTKHB7Y}

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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 2026-07-05T05:19:01.310649Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

a2956e2e10c17fe57fc7effaf9a8e1fe0d2278b17d7eee495a9eb7642f927354

Aliases

arxiv: 2211.10533 · arxiv_version: 2211.10533v2 · doi: 10.48550/arxiv.2211.10533 · pith_short_12: UKKW4LQQYF76 · pith_short_16: UKKW4LQQYF76K76H · pith_short_8: UKKW4LQQ
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/UKKW4LQQYF76K76H575PTKHB7Y \
  | 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: a2956e2e10c17fe57fc7effaf9a8e1fe0d2278b17d7eee495a9eb7642f927354
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "2f9e26d402f6d14e155bf58296164061ec41f7ad4a54b0605bde9febbec1f7f6",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cond-mat.mtrl-sci",
    "submitted_at": "2022-11-18T23:26:51Z",
    "title_canon_sha256": "582e32769dd79630b0c33bb3ec06259e756f620d89779f0f75f60aed2a7e9454"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2211.10533",
    "kind": "arxiv",
    "version": 2
  }
}