Pith Number

pith:CI3ZE2XJ

pith:2026:CI3ZE2XJE5ZBCHFRD4Q57K62UM

not attested not anchored not stored refs pending

Speculative Sampling For Faster Molecular Dynamics

Arthur Kosmala, Brandon Wood, Meng Gao, Stephan G\"unnemann

arxiv:2606.02455 v1 · 2026-06-01 · cs.LG · cond-mat.mtrl-sci · physics.chem-ph · physics.comp-ph · stat.CO

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{CI3ZE2XJE5ZBCHFRD4Q57K62UM}

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.

Receipt and verification

First computed	2026-06-02T03:05:06.702002Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1237926ae92772111cb11f21dfabdaa300967a980909e07c4f323113fa355c49

Aliases

arxiv: 2606.02455 · arxiv_version: 2606.02455v1 · doi: 10.48550/arxiv.2606.02455 · pith_short_12: CI3ZE2XJE5ZB · pith_short_16: CI3ZE2XJE5ZBCHFR · pith_short_8: CI3ZE2XJ

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/CI3ZE2XJE5ZBCHFRD4Q57K62UM \
  | 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: 1237926ae92772111cb11f21dfabdaa300967a980909e07c4f323113fa355c49

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1b9a4381528fdd5acfc55b26340d62a178486d9f93832500e2ab7bbdaa11c26f",
    "cross_cats_sorted": [
      "cond-mat.mtrl-sci",
      "physics.chem-ph",
      "physics.comp-ph",
      "stat.CO"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-06-01T16:25:31Z",
    "title_canon_sha256": "325414c9afc242cd0095e18dbafb45d87eef4c3ac540a700dfef1013353421a8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.02455",
    "kind": "arxiv",
    "version": 1
  }
}