Pith Number

pith:EQNKHU6K

pith:2023:EQNKHU6KI7K6MUPBEYANCYSX4I

not attested not anchored not stored refs pending

From Molecules to Materials: Pre-training Large Generalizable Models for Atomic Property Prediction

Adeesh Kolluru, Brandon M. Wood, C. Lawrence Zitnick, John R. Kitchin, Nima Shoghi, Zachary W. Ulissi

arxiv:2310.16802 v2 · 2023-10-25 · 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{EQNKHU6KI7K6MUPBEYANCYSX4I}

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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

3 papers in Pith

GFFMERGE: Efficient Merging of Graph Neural Force Fields and Beyond

MatterSim: A Deep Learning Atomistic Model Across Elements, Temperatures and Pressures

PaMM: Periodic Motif Memory for Atomistic Models with an Explicit Local-Structure Interface

Receipt and verification

First computed	2026-07-05T08:15:40.972096Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

241aa3d3ca47d5e651e12600d16257e22b3ab56f913208b1092ce6164f393070

Aliases

arxiv: 2310.16802 · arxiv_version: 2310.16802v2 · doi: 10.48550/arxiv.2310.16802 · pith_short_12: EQNKHU6KI7K6 · pith_short_16: EQNKHU6KI7K6MUPB · pith_short_8: EQNKHU6K

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/EQNKHU6KI7K6MUPBEYANCYSX4I \
  | 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: 241aa3d3ca47d5e651e12600d16257e22b3ab56f913208b1092ce6164f393070

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4d4eff12bd720406cd98600e4fa99f6092c6ee41c30e60893e58a9a3ff40b221",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-10-25T17:32:23Z",
    "title_canon_sha256": "23ac0047e68178bc3e09b7710629a51360b69af10e2af66de8ed51e6c7786e26"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.16802",
    "kind": "arxiv",
    "version": 2
  }
}