Pith Number

pith:XPIHD4XT

pith:2024:XPIHD4XTZ7WNWXQIQ7JHNVCHA4

not attested not anchored not stored refs pending

Orb: A Fast, Scalable Neural Network Potential

Arthur Hussey, Benjamin Rhodes, Hitarth Choubisa, James Gin, Jonathan Godwin, Mark Neumann, Steven Bennett, Zhiyi Li

arxiv:2410.22570 v1 · 2024-10-29 · 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{XPIHD4XTZ7WNWXQIQ7JHNVCHA4}

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

23 papers in Pith

SVGym (SciVerseGym): An Environment for Reinforcement Learning and Bayesian Optimization in Crystal Discovery

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

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

Efficient Large-Scale STEM-EELS Simulations With Torched-TACAW

Scalable Prediction of Complex Surface Reconstructions under Operating Conditions via Harmony-Search-Based Global Optimization

Receipt and verification

First computed	2026-07-05T09:28:18.681983Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

bbd071f2f3cfecdb5e0887d276d447070a368fcd8e98e677f9bb8d8fd84ca8ae

Aliases

arxiv: 2410.22570 · arxiv_version: 2410.22570v1 · doi: 10.48550/arxiv.2410.22570 · pith_short_12: XPIHD4XTZ7WN · pith_short_16: XPIHD4XTZ7WNWXQI · pith_short_8: XPIHD4XT

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/XPIHD4XTZ7WNWXQIQ7JHNVCHA4 \
  | 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: bbd071f2f3cfecdb5e0887d276d447070a368fcd8e98e677f9bb8d8fd84ca8ae

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3a53abc4cb36e4d749f8db150dcc8feec157cae57155787cab9b2b19ccbf75be",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cond-mat.mtrl-sci",
    "submitted_at": "2024-10-29T22:20:14Z",
    "title_canon_sha256": "6830aced6a217fc64f58ad1d3ec3ace9ace1c425f5de69fef21d008baf74afcf"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.22570",
    "kind": "arxiv",
    "version": 1
  }
}