Pith Number

pith:2UW6AF4V

pith:2026:2UW6AF4VYVQMIPPAJGK5F325KX

not attested not anchored not stored refs pending

Equilibrium Training of Energy-Based Models with Parallel Trajectory Tempering

Aur\'elien Decelle, Beatriz Seoane, Cyril FURTLEHNER, Nicolas B\'ereux

arxiv:2607.27077 v1 · 2026-07-29 · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{2UW6AF4VYVQMIPPAJGK5F325KX}

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	2026-07-30T01:23:30.859852Z
Builder	pith-number-builder-2026-05-17-v1
Signature	unsigned_v0
Schema	pith-number/v1.0

Canonical hash

d52de01795c560c43de04995d2ef5d55cf36426b8224ca55f8263a161c5f5940

Aliases

arxiv: 2607.27077 · arxiv_version: 2607.27077v1 · doi: 10.48550/arxiv.2607.27077 · pith_short_12: 2UW6AF4VYVQM · pith_short_16: 2UW6AF4VYVQMIPPA · pith_short_8: 2UW6AF4V

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/2UW6AF4VYVQMIPPAJGK5F325KX \
  | 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: d52de01795c560c43de04995d2ef5d55cf36426b8224ca55f8263a161c5f5940

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e56b18456e0e0e842877d3acd8396a4073f2011ffd1f4c7b984367a9263397e7",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-07-29T16:00:59Z",
    "title_canon_sha256": "89da80d12345e5c9095693485450c2d0e1e0b2a5bce3306d9a46e71455cdaaf9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.27077",
    "kind": "arxiv",
    "version": 1
  }
}