Pith Number

pith:MLPR6MMF

pith:2025:MLPR6MMF4D5GYPYRX7HX6T6XAN

not attested not anchored not stored refs pending

Human-AI Synergy in Adaptive Active Learning for Continuous Lithium Carbonate Crystallization Optimization

Cara Cronin, Corey A. Sanz, Jason E. Hein, Jason Hattrick-Simpers, Ryan P. Jansonius, Shayan S. Mousavi Masouleh

arxiv:2507.19316 v1 · 2025-07-25 · cs.CE · cond-mat.mtrl-sci · cs.HC · 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{MLPR6MMF4D5GYPYRX7HX6T6XAN}

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	2026-07-05T11:43:23.438477Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

62df1f3185e0fa6c3f11bfcf7f4fd70343e3b057826cd138f4718fc1bcfa9911

Aliases

arxiv: 2507.19316 · arxiv_version: 2507.19316v1 · doi: 10.48550/arxiv.2507.19316 · pith_short_12: MLPR6MMF4D5G · pith_short_16: MLPR6MMF4D5GYPYR · pith_short_8: MLPR6MMF

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/MLPR6MMF4D5GYPYRX7HX6T6XAN \
  | 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: 62df1f3185e0fa6c3f11bfcf7f4fd70343e3b057826cd138f4718fc1bcfa9911

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "82cd404df92d058fd4ded16a5a1088217300f380d378a02374b9ed282179909d",
    "cross_cats_sorted": [
      "cond-mat.mtrl-sci",
      "cs.HC",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CE",
    "submitted_at": "2025-07-25T14:30:37Z",
    "title_canon_sha256": "4911c3ad78d3c033a1d49c31a250c5ec6f9e6e660a4e87837b59ff1faa8522b0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.19316",
    "kind": "arxiv",
    "version": 1
  }
}