Pith. sign in
Pith Number

pith:IV5RLNIV

pith:2024:IV5RLNIVKKZNMFPE6LXVA7GSW4
not attested not anchored not stored refs pending

Protein Structure Prediction in the 3D HP Model Using Deep Reinforcement Learning

Giovanny Espitia, James C. Gumbart, Yui Tik Pang

arxiv:2412.20329 v1 · 2024-12-29 · cs.LG · cs.AI · q-bio.BM

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{IV5RLNIVKKZNMFPE6LXVA7GSW4}

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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.
Receipt and verification
First computed 2026-07-05T09:55:16.951549Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

457b15b51552b2d615e4f2ef507cd2b70c0480e8844e5f9ff6b20b007d9fe590

Aliases

arxiv: 2412.20329 · arxiv_version: 2412.20329v1 · doi: 10.48550/arxiv.2412.20329 · pith_short_12: IV5RLNIVKKZN · pith_short_16: IV5RLNIVKKZNMFPE · pith_short_8: IV5RLNIV
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/IV5RLNIVKKZNMFPE6LXVA7GSW4 \
  | 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: 457b15b51552b2d615e4f2ef507cd2b70c0480e8844e5f9ff6b20b007d9fe590
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "977baee59a868e3b17f6b4b392258145625c71ab6c122a9d09a567c672da2e62",
    "cross_cats_sorted": [
      "cs.AI",
      "q-bio.BM"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-12-29T02:55:54Z",
    "title_canon_sha256": "f73e77ebe773d869de78ea98f4bf240a0dbe26ba6709f470c459b8303981bb5d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.20329",
    "kind": "arxiv",
    "version": 1
  }
}