Pith Number

pith:PTYTZHTE

pith:2021:PTYTZHTERFDW6W7WDTEFWD4CW7

not attested not anchored not stored refs pending

Neural ODE Processes

Alexander Norcliffe, Ben Day, Cristian Bodnar, Jacob Moss, Pietro Li\`o

arxiv:2103.12413 v2 · 2021-03-23 · 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{PTYTZHTERFDW6W7WDTEFWD4CW7}

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

4 papers in Pith

Estimating Parameter Fields in Multi-Physics PDEs from Scarce Measurements

Robust Filter Attention: Self-Attention as Precision-Weighted State Estimation

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

The Transformer as a Polar State Estimator

Receipt and verification

First computed	2026-07-05T03:06:22.179671Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7cf13c9e6489476f5bf61cc85b0f82b7f87c76f5f87228f78ed47889cd89d70d

Aliases

arxiv: 2103.12413 · arxiv_version: 2103.12413v2 · doi: 10.48550/arxiv.2103.12413 · pith_short_12: PTYTZHTERFDW · pith_short_16: PTYTZHTERFDW6W7W · pith_short_8: PTYTZHTE

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/PTYTZHTERFDW6W7WDTEFWD4CW7 \
  | 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: 7cf13c9e6489476f5bf61cc85b0f82b7f87c76f5f87228f78ed47889cd89d70d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a58705b139ac417e05bbc349da85d04f47855ff8120452c60dc6b42889a09b5b",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-03-23T09:32:06Z",
    "title_canon_sha256": "110c47a6444855f31130d25f2f22899a256118cef99deadfcd533d178f99481a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2103.12413",
    "kind": "arxiv",
    "version": 2
  }
}