Pith Number

pith:MG3RRBXP

pith:2026:MG3RRBXPWZ6JPTIRQUKBK7NDP5

not attested not anchored not stored refs pending

Accelerating Multi-Objective Bayesian Optimisation via Predictive-Gradient Catalysts

Alma Rahat, Jonathan Fieldsend, Richard Allmendinger, Tinkle Chugh

arxiv:2606.06984 v1 · 2026-06-05 · 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{MG3RRBXPWZ6JPTIRQUKBK7NDP5}

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	2026-06-08T01:04:39.543016Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

61b71886efb67c97cd118514157da37f468434964662087a0b741529aa679629

Aliases

arxiv: 2606.06984 · arxiv_version: 2606.06984v1 · doi: 10.48550/arxiv.2606.06984 · pith_short_12: MG3RRBXPWZ6J · pith_short_16: MG3RRBXPWZ6JPTIR · pith_short_8: MG3RRBXP

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/MG3RRBXPWZ6JPTIRQUKBK7NDP5 \
  | 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: 61b71886efb67c97cd118514157da37f468434964662087a0b741529aa679629

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e7a238797991f0683bd2af1daed39786917821a6f0ff9fb489a590ab3c04576d",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-06-05T07:21:17Z",
    "title_canon_sha256": "bdf786d4836460f7d8709631c46cd880e7199cc3052106d258ac7c4fe326ee70"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.06984",
    "kind": "arxiv",
    "version": 1
  }
}