Pith Number

pith:C6DMD4GR

pith:2025:C6DMD4GR6EV6N72SDOJHZXIQRV

not attested not anchored not stored refs pending

A Guide to Bayesian Optimization in Bioprocess Engineering

Antonio del Rio Chanona, Emma Pajak, Eric von Lieres, Katrin Rosenthal, Laura Marie Helleckes, Maximilian Siska

arxiv:2508.10642 v1 · 2025-08-14 · q-bio.OT · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{C6DMD4GR6EV6N72SDOJHZXIQRV}

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	2026-07-05T11:54:00.099845Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1786c1f0d1f12be6ff521b927cdd108d7ba16ee0ad91238e76c9b80f03051fec

Aliases

arxiv: 2508.10642 · arxiv_version: 2508.10642v1 · doi: 10.48550/arxiv.2508.10642 · pith_short_12: C6DMD4GR6EV6 · pith_short_16: C6DMD4GR6EV6N72S · pith_short_8: C6DMD4GR

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/C6DMD4GR6EV6N72SDOJHZXIQRV \
  | 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: 1786c1f0d1f12be6ff521b927cdd108d7ba16ee0ad91238e76c9b80f03051fec

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3854d850049697dbd5782dc80f6898b77e199de0781f4ae3c181124542a323bb",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "q-bio.OT",
    "submitted_at": "2025-08-14T13:38:23Z",
    "title_canon_sha256": "0a88d504836598221d57d32836c646c734c5d1d201728d2557f2dee9aaed3d69"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.10642",
    "kind": "arxiv",
    "version": 1
  }
}