Pith Number

pith:NRJVG7XW

pith:2024:NRJVG7XW5ZB2KOBDLFG25PCR3K

not attested not anchored not stored refs pending

Accelerating CALPHAD-based Phase Diagram Predictions in Complex Alloys Using Universal Machine Learning Potentials: Opportunities and Challenges

Do\u{g}uhan Sar{\i}t\"urk, Raymundo Arr\'oyave, Siya Zhu

arxiv:2411.15351 v1 · 2024-11-22 · cond-mat.mtrl-sci · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{NRJVG7XW5ZB2KOBDLFG25PCR3K}

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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	2026-07-05T11:31:41.479155Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6c53537ef6ee43a53823594daebc51da8a5c3201343e8279db47244c21a9c225

Aliases

arxiv: 2411.15351 · arxiv_version: 2411.15351v1 · doi: 10.48550/arxiv.2411.15351 · pith_short_12: NRJVG7XW5ZB2 · pith_short_16: NRJVG7XW5ZB2KOBD · pith_short_8: NRJVG7XW

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/NRJVG7XW5ZB2KOBDLFG25PCR3K \
  | 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: 6c53537ef6ee43a53823594daebc51da8a5c3201343e8279db47244c21a9c225

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d8159abf095cf6bd1579a4075a3de93da95cceca461d5a77866ee28810fcd7ea",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cond-mat.mtrl-sci",
    "submitted_at": "2024-11-22T21:24:13Z",
    "title_canon_sha256": "3b49358251df87fa873dcb68a356f24f7057e2bbe019a519b7c866fee70a3f37"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.15351",
    "kind": "arxiv",
    "version": 1
  }
}