pith. sign in
Pith Number

pith:XD2IXLDB

pith:2018:XD2IXLDBH5FZK7BMLY2B36HFKK
not attested not anchored not stored refs pending

Unwinding the model manifold: choosing similarity measures to remove local minima in sloppy dynamical systems

Benjamin L. Francis, Mark K. Transtrum

arxiv:1805.12052 v2 · 2018-05-30 · cond-mat.stat-mech · nlin.CD · physics.data-an · stat.OT

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{XD2IXLDBH5FZK7BMLY2B36HFKK}

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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 2026-05-17T23:40:36.458999Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

b8f48bac613f4b957c2c5e341df8e5528b98895303c9663aa8c3ee3bee479381

Aliases

arxiv: 1805.12052 · arxiv_version: 1805.12052v2 · doi: 10.48550/arxiv.1805.12052 · pith_short_12: XD2IXLDBH5FZ · pith_short_16: XD2IXLDBH5FZK7BM · pith_short_8: XD2IXLDB
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/XD2IXLDBH5FZK7BMLY2B36HFKK \
  | 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: b8f48bac613f4b957c2c5e341df8e5528b98895303c9663aa8c3ee3bee479381
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "e3348a5e86ab7ddcc6fcef8561f83b2ec27a6b88166762af8ffd7cada0ed7260",
    "cross_cats_sorted": [
      "nlin.CD",
      "physics.data-an",
      "stat.OT"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cond-mat.stat-mech",
    "submitted_at": "2018-05-30T16:14:29Z",
    "title_canon_sha256": "e03b73e199ae1dd54620660b77c39889d38b4bee461cc820b954aa7903f0ab87"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1805.12052",
    "kind": "arxiv",
    "version": 2
  }
}