pith. sign in
Pith Number

pith:B3VXWJHO

pith:2026:B3VXWJHOCWDIAKBVDJSRMAIOVK
not attested not anchored not stored refs pending

MetaDNS: Enhancing Exploration in Discrete Neural Samplers via Well-Tempered Metadynamics

Elton Pan, Jaemoo Choi, Juno Nam, Junyi Sha, Molei Tao, Rafael G\'omez-Bombarelli, Sathya Edamadaka, Wei Guo, Xiaochen Du, Yongxin Chen

arxiv:2605.21722 v1 · 2026-05-20 · cond-mat.stat-mech · cond-mat.mtrl-sci · cs.LG

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{B3VXWJHOCWDIAKBVDJSRMAIOVK}

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 2026-05-22T01:03:29.362300Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

0eeb7b24ee15868028351a6516010eaab60cd6407c494b79b52276ecc779a72f

Aliases

arxiv: 2605.21722 · arxiv_version: 2605.21722v1 · doi: 10.48550/arxiv.2605.21722 · pith_short_12: B3VXWJHOCWDI · pith_short_16: B3VXWJHOCWDIAKBV · pith_short_8: B3VXWJHO
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/B3VXWJHOCWDIAKBVDJSRMAIOVK \
  | 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: 0eeb7b24ee15868028351a6516010eaab60cd6407c494b79b52276ecc779a72f
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "c53222dafb85d3d7d7f509b8292a7c3ad8f30fbe77a2919aea6c5b5e9da66540",
    "cross_cats_sorted": [
      "cond-mat.mtrl-sci",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cond-mat.stat-mech",
    "submitted_at": "2026-05-20T20:30:15Z",
    "title_canon_sha256": "31bd3e69b79e00871c50fb46e0ec4ba98f621eee076a7c5cbde099023e05479e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2605.21722",
    "kind": "arxiv",
    "version": 1
  }
}