Pith Number

pith:I5FKPQG4

pith:2025:I5FKPQG4IHDGLG3RCE2QPNYPOK

not attested not anchored not stored refs pending

Machine Learning-driven Multiscale MD Workflows: The Mini-MuMMI Experience

Dwight V. Nissley, Felice C. Lightstone, Fikret Aydin, Frederick H. Streitz, Helgi I. Ing\'olfsson, Jeremy O. B. Tempkin, Konstantia Georgouli, Lo\"ic Pottier, Peer-Timo Bremer, Thomas R. W. Scogland, Timothy S. Carpenter

arxiv:2507.07352 v1 · 2025-07-10 · cs.DC · 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{I5FKPQG4IHDGLG3RCE2QPNYPOK}

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	2026-07-05T11:34:56.389238Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

474aa7c0dc41c6659b71113507b70f72b7bc7c3c129ebe7f158c644a5e465ee5

Aliases

arxiv: 2507.07352 · arxiv_version: 2507.07352v1 · doi: 10.48550/arxiv.2507.07352 · pith_short_12: I5FKPQG4IHDG · pith_short_16: I5FKPQG4IHDGLG3R · pith_short_8: I5FKPQG4

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/I5FKPQG4IHDGLG3RCE2QPNYPOK \
  | 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: 474aa7c0dc41c6659b71113507b70f72b7bc7c3c129ebe7f158c644a5e465ee5

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2790edbd2e4448e93785875f97755a80d86537752691830f6157229774def241",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.DC",
    "submitted_at": "2025-07-10T00:34:46Z",
    "title_canon_sha256": "43aed81b4af4baf4dda4997f73bcaac2be8ba1b3c5752a59e49747c0280fc2f5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.07352",
    "kind": "arxiv",
    "version": 1
  }
}