Pith Number

pith:UFNMLIGR

pith:2025:UFNMLIGRYR6XTUO5AO4UDYNXFJ

not attested not anchored not stored refs pending

Hierarchical Stochastic Differential Equation Models for Latent Manifold Learning in Neural Time Series

Ali Yousefi, Behzad Nazari, Maryam Ostadsharif Memar, Navid Ziaei, Pedram Rajaei

arxiv:2507.21531 v1 · 2025-07-29 · 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{UFNMLIGRYR6XTUO5AO4UDYNXFJ}

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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	2026-07-05T11:45:01.851139Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a15ac5a0d1c47d79d1dd03b941e1b72a56c509ae89e91d5a5fed611afb5d0912

Aliases

arxiv: 2507.21531 · arxiv_version: 2507.21531v1 · doi: 10.48550/arxiv.2507.21531 · pith_short_12: UFNMLIGRYR6X · pith_short_16: UFNMLIGRYR6XTUO5 · pith_short_8: UFNMLIGR

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/UFNMLIGRYR6XTUO5AO4UDYNXFJ \
  | 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: a15ac5a0d1c47d79d1dd03b941e1b72a56c509ae89e91d5a5fed611afb5d0912

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "cac95b25c0ca65b6fa82025e58e13d3df60788d16f7309c7f41051484bcbc58b",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-07-29T06:51:58Z",
    "title_canon_sha256": "517d1093f87584dacb5d362ed2fcba5dff5e53953159c660064e531402f60969"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.21531",
    "kind": "arxiv",
    "version": 1
  }
}