Pith Number

pith:P44KREA3

pith:2023:P44KREA3QAGDNBUA4KJCB35IAG

not attested not anchored not stored refs pending

Differentiable Modeling and Optimization of Battery Electrolyte Mixtures Using Geometric Deep Learning

Adarsh Dave, Bharath Ramsundar, Emil Annevelink, Hongyi Lin, Kevin Gering, Pin-Wen Guan, Shang Zhu, Venkatasubramanian Viswanathan

arxiv:2310.03047 v2 · 2023-10-03 · physics.chem-ph · 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{P44KREA3QAGDNBUA4KJCB35IAG}

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	2026-07-05T07:08:12.837325Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7f38a8901b800c368680e29220efa8019ccca5f920ae945ce8325708ec7b9c0f

Aliases

arxiv: 2310.03047 · arxiv_version: 2310.03047v2 · doi: 10.48550/arxiv.2310.03047 · pith_short_12: P44KREA3QAGD · pith_short_16: P44KREA3QAGDNBUA · pith_short_8: P44KREA3

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/P44KREA3QAGDNBUA4KJCB35IAG \
  | 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: 7f38a8901b800c368680e29220efa8019ccca5f920ae945ce8325708ec7b9c0f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e8c20cefee2b8bcf8045918ee5b0e23467775d00b59e21bc579f156bfb079315",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "physics.chem-ph",
    "submitted_at": "2023-10-03T22:26:38Z",
    "title_canon_sha256": "c21303bf2eeeb14deae0c78e37d2a8a98ad9ea166274873c9968b63633d2defb"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.03047",
    "kind": "arxiv",
    "version": 2
  }
}