Pith Number

pith:RN5QCZU7

pith:2025:RN5QCZU756NKV4MVMJCPCQKQS7

not attested not anchored not stored refs pending

Stochastic dynamics learning with state-space systems

Florian Rossmannek, Juan-Pablo Ortega

arxiv:2508.07876 v2 · 2025-08-11 · stat.ML · cs.LG · math.DS · math.ST · stat.TH

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{RN5QCZU756NKV4MVMJCPCQKQS7}

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.

Cited by

2 papers in Pith

Echoes of the Past: A Unified Perspective on Fading memory and Echo States

Learning the climate of dynamical systems with state-space systems

Receipt and verification

First computed	2026-05-17T23:39:17.739662Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8b7b01669fef9aaaf1956244f1415097f93a693fa7019abb10c9d05a69cd4522

Aliases

arxiv: 2508.07876 · arxiv_version: 2508.07876v2 · doi: 10.48550/arxiv.2508.07876 · pith_short_12: RN5QCZU756NK · pith_short_16: RN5QCZU756NKV4MV · pith_short_8: RN5QCZU7

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/RN5QCZU756NKV4MVMJCPCQKQS7 \
  | 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: 8b7b01669fef9aaaf1956244f1415097f93a693fa7019abb10c9d05a69cd4522

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f1a3fdd2cf26ffc1e9196638d2915e7f4c67940f030a661a916af75a799dd1ee",
    "cross_cats_sorted": [
      "cs.LG",
      "math.DS",
      "math.ST",
      "stat.TH"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2025-08-11T11:49:01Z",
    "title_canon_sha256": "10d314585b63db1b1e65985d4b1faedfd2796827735672d7d980fcb679fa5a54"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.07876",
    "kind": "arxiv",
    "version": 2
  }
}