Pith Number

pith:NOLBPFCI

pith:2025:NOLBPFCIA2YCWTTCNDEE55KEPP

not attested not anchored not stored refs pending

Active Learning for Machine Learning Driven Molecular Dynamics

Daniel Sabo, Kevin Bachelor, Razvan Marinescu, Sanya Murdeshwar

arxiv:2509.17208 v3 · 2025-09-21 · cs.LG · physics.atm-clus

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{NOLBPFCIA2YCWTTCNDEE55KEPP}

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	2026-05-29T01:04:55.872748Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6b9617944806b02b4e6268c84ef5447bc6f71e46db552159349cd1910e5cd2cd

Aliases

arxiv: 2509.17208 · arxiv_version: 2509.17208v3 · doi: 10.48550/arxiv.2509.17208 · pith_short_12: NOLBPFCIA2YC · pith_short_16: NOLBPFCIA2YCWTTC · pith_short_8: NOLBPFCI

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/NOLBPFCIA2YCWTTCNDEE55KEPP \
  | 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: 6b9617944806b02b4e6268c84ef5447bc6f71e46db552159349cd1910e5cd2cd

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d8fedb40b364a7ca74ea81ba65cdc940db0e6d3873810e9decc8d983618db15c",
    "cross_cats_sorted": [
      "physics.atm-clus"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-09-21T19:26:32Z",
    "title_canon_sha256": "0a79b88926401922210f46530b849638696f54038e880df31177c100e2a72de5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2509.17208",
    "kind": "arxiv",
    "version": 3
  }
}