Pith Number

pith:A6XHXM76

pith:2022:A6XHXM762UMWCMPTIRD7P7WLUI

not attested not anchored not stored refs pending

A Pareto-optimal compositional energy-based model for sampling and optimization of protein sequences

Andreas Loukas, Arvind Rajpal, Isidro H\"otzel, Julien Lafrance-Vanasse, Kyunghyun Cho, Nata\v{s}a Tagasovska, Nathan C. Frey, Richard Bonneau, Ryan Lewis Kelly, Stephen Ra, Vladimir Gligorijevi\'c, Yan Wu

arxiv:2210.10838 v1 · 2022-10-19 · cs.LG · q-bio.QM

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{A6XHXM762UMWCMPTIRD7P7WLUI}

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	2026-07-05T05:08:32.484842Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

07ae7bb3fed5196131f34447f7fecba20926bb354d9c90e198da2fc94f0395e2

Aliases

arxiv: 2210.10838 · arxiv_version: 2210.10838v1 · doi: 10.48550/arxiv.2210.10838 · pith_short_12: A6XHXM762UMW · pith_short_16: A6XHXM762UMWCMPT · pith_short_8: A6XHXM76

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/A6XHXM762UMWCMPTIRD7P7WLUI \
  | 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: 07ae7bb3fed5196131f34447f7fecba20926bb354d9c90e198da2fc94f0395e2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c3bf3f44aa2c18bb606e7ddaab19c787080eff61a0253bb409c44f130e94103b",
    "cross_cats_sorted": [
      "q-bio.QM"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-10-19T19:04:45Z",
    "title_canon_sha256": "2c3285f339a834f6120a4d8eb9b728d8cd1a8041eff5e70e47da7e97317f0f27"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2210.10838",
    "kind": "arxiv",
    "version": 1
  }
}