Pith Number

pith:MA3M2NAK

pith:2025:MA3M2NAKH3ORZZZ4CQANRDT567

not attested not anchored not stored refs pending

An efficient forgetting-aware fine-tuning framework for pretrained universal machine-learning interatomic potentials

Jiho Lee, Jisu Kim, Sangmin Oh, Seungwoo Hwang, Seungwu Han, Sungwoo Kang, Youngho Kang, Yutack Park

arxiv:2506.15223 v1 · 2025-06-18 · cond-mat.mtrl-sci

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{MA3M2NAKH3ORZZZ4CQANRDT567}

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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.

Cited by

1 paper in Pith

Heterogeneous Ensemble Enables a Universal Uncertainty Metric for Atomistic Foundation Models

Receipt and verification

First computed	2026-07-05T11:23:39.605415Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6036cd340a3edd1ce73c1400d88e7df7d818e7d002442a06a4f9325bb73dd1da

Aliases

arxiv: 2506.15223 · arxiv_version: 2506.15223v1 · doi: 10.48550/arxiv.2506.15223 · pith_short_12: MA3M2NAKH3OR · pith_short_16: MA3M2NAKH3ORZZZ4 · pith_short_8: MA3M2NAK

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/MA3M2NAKH3ORZZZ4CQANRDT567 \
  | 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: 6036cd340a3edd1ce73c1400d88e7df7d818e7d002442a06a4f9325bb73dd1da

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "59a2e0a2fd78622b9ba15d8867f7f8e280406f7cfb14b0194f83bf3541c8a73e",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cond-mat.mtrl-sci",
    "submitted_at": "2025-06-18T08:08:07Z",
    "title_canon_sha256": "b7ca50b0e9c5f81c2784764ae4f5f7c0d11a039b3c84679f8b2f1bef758cc7eb"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.15223",
    "kind": "arxiv",
    "version": 1
  }
}