Pith Number

pith:DVPNAPI6

pith:2024:DVPNAPI6XGGKYC7SSKQW6ITAAW

not attested not anchored not stored refs pending

Iterative variational learning of committor-consistent transition pathways using artificial neural networks

Alberto Meg\'ias, Beno\^it Roux, Cheng Giuseppe Chen, Chenyu Tang, Christophe Chipot, Sergio Contreras Arredondo

arxiv:2412.01947 v1 · 2024-12-02 · physics.comp-ph · cond-mat.stat-mech · physics.data-an

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{DVPNAPI6XGGKYC7SSKQW6ITAAW}

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	2026-07-05T09:43:41.347073Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1d5ed03d1eb98cac0bf292a16f226005b8b625e6b05c9fb4b1a3b9cbeebb3cb5

Aliases

arxiv: 2412.01947 · arxiv_version: 2412.01947v1 · doi: 10.48550/arxiv.2412.01947 · pith_short_12: DVPNAPI6XGGK · pith_short_16: DVPNAPI6XGGKYC7S · pith_short_8: DVPNAPI6

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/DVPNAPI6XGGKYC7SSKQW6ITAAW \
  | 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: 1d5ed03d1eb98cac0bf292a16f226005b8b625e6b05c9fb4b1a3b9cbeebb3cb5

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8543130ecb614d4c73cb6de11916e2f66c3286628c1b7b8703dbe4b08acc8278",
    "cross_cats_sorted": [
      "cond-mat.stat-mech",
      "physics.data-an"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "physics.comp-ph",
    "submitted_at": "2024-12-02T20:16:28Z",
    "title_canon_sha256": "4823b3b9c387560d6c5416d75c9e882ddda1cdfed986329e564f69c31a60fda6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.01947",
    "kind": "arxiv",
    "version": 1
  }
}