Pith Number

pith:BDSWREBY

pith:2025:BDSWREBYIVAUPTLEPE4AKH7LYA

not attested not anchored not stored refs pending

High-performance training and inference for deep equivariant interatomic potentials

Aadit Saluja, Albert Musaelian, Anders Johansson, Boris Kozinsky, Chuin Wei Tan, Gabriel de Miranda Nascimento, Laura Zichi, Marc L. Descoteaux, Menghang Wang, Mit Kotak, Se\'an R. Kavanagh, Tess Smidt, William C. Witt, Yizhong R. Hu

arxiv:2504.16068 v1 · 2025-04-22 · physics.comp-ph · cs.LG · physics.chem-ph

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{BDSWREBYIVAUPTLEPE4AKH7LYA}

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

9 papers in Pith

Robust and Interpretable Adaptation of Equivariant Materials Foundation Models via Sparsity-promoting Fine-tuning

Six Open Questions in Machine-Learned Interatomic Potential Foundation Models

Anomalous Subsurface Vacancy Stabilization Dictated by Geometry-Electronic Decoupling on Metal Surfaces

Using graph neural networks to predict many-body interactions in amorphous materials

Physics-Constrained Self-Energy Warm Starts for Charge-Self-Consistent DFT+DMFT: Application to Iron at Core Conditions

Receipt and verification

First computed	2026-07-05T10:52:34.960196Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

08e5689038454147cd647938051febc0280830b8362d7bc80cb9e0ea372a0885

Aliases

arxiv: 2504.16068 · arxiv_version: 2504.16068v1 · doi: 10.48550/arxiv.2504.16068 · pith_short_12: BDSWREBYIVAU · pith_short_16: BDSWREBYIVAUPTLE · pith_short_8: BDSWREBY

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/BDSWREBYIVAUPTLEPE4AKH7LYA \
  | 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: 08e5689038454147cd647938051febc0280830b8362d7bc80cb9e0ea372a0885

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "caa1bdbef61bb869f3566c03c50cf472ef5259eff5f545edcc55574934864076",
    "cross_cats_sorted": [
      "cs.LG",
      "physics.chem-ph"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "physics.comp-ph",
    "submitted_at": "2025-04-22T17:47:01Z",
    "title_canon_sha256": "548e36b6fcdf97fe2bec5d38e7e95da0cc8df5551550bf672047129c5eee5479"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2504.16068",
    "kind": "arxiv",
    "version": 1
  }
}