Pith Number

pith:ZMF4XY75

pith:2025:ZMF4XY75EOWLGGSKXQYSHNH7YO

not attested not anchored not stored refs pending

A Primer on Bayesian Parameter Estimation and Model Selection for Battery Simulators

Birger Horstmann, David A. Howey, Masaki Adachi, Micha Philipp, Yannick Kuhn

arxiv:2512.10055 v1 · 2025-12-10 · stat.ME · physics.data-an · stat.AP

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{ZMF4XY75EOWLGGSKXQYSHNH7YO}

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	2026-07-21T02:21:26.833999Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

cb0bcbe3fd23acb31a4abc3123b4ffc39db9096fb785dd5494ffd713879710a8

Aliases

arxiv: 2512.10055 · arxiv_version: 2512.10055v1 · doi: 10.48550/arxiv.2512.10055 · pith_short_12: ZMF4XY75EOWL · pith_short_16: ZMF4XY75EOWLGGSK · pith_short_8: ZMF4XY75

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/ZMF4XY75EOWLGGSKXQYSHNH7YO \
  | 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: cb0bcbe3fd23acb31a4abc3123b4ffc39db9096fb785dd5494ffd713879710a8

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a41f71ba8f35080dcedf1349a0e2c01c39165dd624e2773ba03eaefb248ab32f",
    "cross_cats_sorted": [
      "physics.data-an",
      "stat.AP"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "stat.ME",
    "submitted_at": "2025-12-10T20:21:59Z",
    "title_canon_sha256": "758f286b60bff4406258e70a70f33dd94228c4de86bbc887393e4c64f483bd1b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2512.10055",
    "kind": "arxiv",
    "version": 1
  }
}