Pith Number

pith:JXWUI6BB

pith:2024:JXWUI6BB5YRBZPAAO4ETH3UCVJ

not attested not anchored not stored refs pending

Data-efficient fine-tuning of foundational models for first-principles quality sublimation enthalpies

Angelos Michaelides, Benjamin X. Shi, Flaviano Della Pia, G\'abor Cs\'anyi, Harveen Kaur, Ilyes Batatia, Jinggang Lan, Venkat Kapil, Xavier R. Advincula

arxiv:2405.20217 v1 · 2024-05-30 · cond-mat.mtrl-sci · physics.chem-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{JXWUI6BB5YRBZPAAO4ETH3UCVJ}

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

2 papers in Pith

Fine-tuning MLIP foundation models: strategies for accuracy and transferability

Bayesian E(3)-Equivariant Interatomic Potential with Iterative Restratification of Many-body Message Passing

Receipt and verification

First computed	2026-07-05T08:25:17.594902Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4ded447821ee221cbc00770933ee82aa461b261fd37feea0f525abf6b2d6a81a

Aliases

arxiv: 2405.20217 · arxiv_version: 2405.20217v1 · doi: 10.48550/arxiv.2405.20217 · pith_short_12: JXWUI6BB5YRB · pith_short_16: JXWUI6BB5YRBZPAA · pith_short_8: JXWUI6BB

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/JXWUI6BB5YRBZPAAO4ETH3UCVJ \
  | 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: 4ded447821ee221cbc00770933ee82aa461b261fd37feea0f525abf6b2d6a81a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e2cba7970c7ae60fbbdb392ced396611f2d730b7776f21e053e1504a3e7fcd3e",
    "cross_cats_sorted": [
      "physics.chem-ph"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cond-mat.mtrl-sci",
    "submitted_at": "2024-05-30T16:18:29Z",
    "title_canon_sha256": "ab94810d94416f74b4cf8b8b7f63af31a4ff5360220f72b8ec08972efc927e79"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.20217",
    "kind": "arxiv",
    "version": 1
  }
}