pith. sign in
Pith Number

pith:FYE5TA4P

pith:2018:FYE5TA4PVB6DXS32W2SR4BZ4AI
not attested not anchored not stored refs pending

Boltzmann Generators -- Sampling Equilibrium States of Many-Body Systems with Deep Learning

Frank No\'e, Hao Wu, Jonas K\"ohler, Simon Olsson

arxiv:1812.01729 v2 · 2018-12-04 · stat.ML · cond-mat.stat-mech · cs.LG · physics.chem-ph

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{FYE5TA4PVB6DXS32W2SR4BZ4AI}

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.

Cited by

1 paper in Pith

Receipt and verification
First computed 2026-05-17T23:40:49.368430Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

2e09d9838fa87c3bcb7ab6a51e073c0217e0c371a94389513cacc755a010a62b

Aliases

arxiv: 1812.01729 · arxiv_version: 1812.01729v2 · doi: 10.48550/arxiv.1812.01729 · pith_short_12: FYE5TA4PVB6D · pith_short_16: FYE5TA4PVB6DXS32 · pith_short_8: FYE5TA4P
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/FYE5TA4PVB6DXS32W2SR4BZ4AI \
  | 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: 2e09d9838fa87c3bcb7ab6a51e073c0217e0c371a94389513cacc755a010a62b
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "abb1cd711929efa0273e8d37f029a26dd28695986907c988737e1ed96af05dfc",
    "cross_cats_sorted": [
      "cond-mat.stat-mech",
      "cs.LG",
      "physics.chem-ph"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2018-12-04T22:41:33Z",
    "title_canon_sha256": "7394de7e0737fdcd33f9909f39e95b8a1fc766b72e6702b670d6871a2d8e7156"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1812.01729",
    "kind": "arxiv",
    "version": 2
  }
}