Pith Number

pith:UT75IZJC

pith:2025:UT75IZJCYTMNT4FHUCO7YEXEZO

not attested not anchored not stored refs pending

From Atoms to Dynamics: Learning the Committor Without Collective Variables

Alberto Meg\'ias, Cheng Giuseppe Chen, Chenyu Tang, Christophe Chipot, Radu A. Talmazan, Sergio Contreras Arredondo

arxiv:2507.17700 v1 · 2025-07-23 · 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{UT75IZJCYTMNT4FHUCO7YEXEZO}

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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.

Cited by

2 papers in Pith

A Priori Sampling of Transition States with Guided Diffusion

Learning Structure, Energy, and Dynamics: A Survey of Artificial Intelligence for Protein Dynamics

Receipt and verification

First computed	2026-07-05T11:42:12.042338Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a4ffd46522c4d8d9f0a7a09dfc12e4cbbb962d3b1d0cfb955432aa2068baffbe

Aliases

arxiv: 2507.17700 · arxiv_version: 2507.17700v1 · doi: 10.48550/arxiv.2507.17700 · pith_short_12: UT75IZJCYTMN · pith_short_16: UT75IZJCYTMNT4FH · pith_short_8: UT75IZJC

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/UT75IZJCYTMNT4FHUCO7YEXEZO \
  | 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: a4ffd46522c4d8d9f0a7a09dfc12e4cbbb962d3b1d0cfb955432aa2068baffbe

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8daca9b5471528501e7bc90c52dc58c8e7f6e5c15fa2b1140ebed41a61fdb493",
    "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": "2025-07-23T17:08:53Z",
    "title_canon_sha256": "d21f5f3253bbc22e71d4c19dbafa20e14cde0d28f8e368ce6fa026422e5068b1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.17700",
    "kind": "arxiv",
    "version": 1
  }
}