Pith Number

pith:LYQEIS2K

pith:2021:LYQEIS2KPFUNKJVIS7TPMYUMEY

not attested not anchored not stored refs pending

Beyond Predictions in Neural ODEs: Identification and Interventions

Fabian J. Theis, Hananeh Aliee, Niki Kilbertus

arxiv:2106.12430 v2 · 2021-06-23 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{LYQEIS2KPFUNKJVIS7TPMYUMEY}

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

Identifiability Challenges in Sparse Linear Ordinary Differential Equations

Capturing reduced-order quantum many-body dynamics out of equilibrium via neural ordinary differential equations

Receipt and verification

First computed	2026-07-05T10:07:12.573169Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5e20444b4a7968d526a897e6f6628c260e3f31b744abfccf6dfa2238db283a4f

Aliases

arxiv: 2106.12430 · arxiv_version: 2106.12430v2 · doi: 10.48550/arxiv.2106.12430 · pith_short_12: LYQEIS2KPFUN · pith_short_16: LYQEIS2KPFUNKJVI · pith_short_8: LYQEIS2K

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/LYQEIS2KPFUNKJVIS7TPMYUMEY \
  | 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: 5e20444b4a7968d526a897e6f6628c260e3f31b744abfccf6dfa2238db283a4f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "82595be8fa4483ab58d2949df6dca6ce31d77a2c92b42ddade1bb7ade4ec9d48",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-06-23T14:35:38Z",
    "title_canon_sha256": "642859e5decb73f776aa4a195f123a4db43b8a6bfdb7160983b081baf3714120"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2106.12430",
    "kind": "arxiv",
    "version": 2
  }
}