Pith Number

pith:PGHPMV3Q

pith:2019:PGHPMV3QWTDBECUPDHDBK5FOMT

not attested not anchored not stored refs pending

Computing Committor Functions for the Study of Rare Events Using Deep Learning

Bo Lin, Qianxiao Li, Weiqing Ren

arxiv:1906.06285 v1 · 2019-06-14 · physics.comp-ph · cs.LG · cs.NA · math.NA · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{PGHPMV3QWTDBECUPDHDBK5FOMT}

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	2026-07-05T00:01:55.570027Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

798ef65770b4c6120a8f19c61574ae64d0151134d0b6cb2881edafd66d4fb78c

Aliases

arxiv: 1906.06285 · arxiv_version: 1906.06285v1 · doi: 10.48550/arxiv.1906.06285 · pith_short_12: PGHPMV3QWTDB · pith_short_16: PGHPMV3QWTDBECUP · pith_short_8: PGHPMV3Q

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/PGHPMV3QWTDBECUPDHDBK5FOMT \
  | 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: 798ef65770b4c6120a8f19c61574ae64d0151134d0b6cb2881edafd66d4fb78c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8826fda071554cdf25c4b7b8d915de9a05951ee915e4f3054fdfde88568ff815",
    "cross_cats_sorted": [
      "cs.LG",
      "cs.NA",
      "math.NA",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "physics.comp-ph",
    "submitted_at": "2019-06-14T16:48:18Z",
    "title_canon_sha256": "47b97f322f66808bc647322694383a8789dfed4bdea9137a02f486fbd272e430"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1906.06285",
    "kind": "arxiv",
    "version": 1
  }
}