Pith Number

pith:UXU2MKIR

pith:2022:UXU2MKIREZ4O3B57S7Z2LH2Y3V

not attested not anchored not stored refs pending

Predicting the impact of treatments over time with uncertainty aware neural differential equations

Edward De Brouwer, Javier Gonz\'alez Hern\'andez, Stephanie Hyland

arxiv:2202.11987 v1 · 2022-02-24 · 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{UXU2MKIREZ4O3B57S7Z2LH2Y3V}

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.

Receipt and verification

First computed	2026-07-05T03:59:48.430751Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a5e9a629112678ed87bf97f3a59f58dd4a987774ca166c2efff48bdad001bbcc

Aliases

arxiv: 2202.11987 · arxiv_version: 2202.11987v1 · doi: 10.48550/arxiv.2202.11987 · pith_short_12: UXU2MKIREZ4O · pith_short_16: UXU2MKIREZ4O3B57 · pith_short_8: UXU2MKIR

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/UXU2MKIREZ4O3B57S7Z2LH2Y3V \
  | 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: a5e9a629112678ed87bf97f3a59f58dd4a987774ca166c2efff48bdad001bbcc

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3c1ad438e713828ea8e26df726c894ee70d4d899a3a05dbdfef540510f7f308a",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-02-24T09:50:02Z",
    "title_canon_sha256": "a4d0b8570b6d5270f9f2622327a5fb4031f169cef34ab7ba9089a0857ec458ea"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2202.11987",
    "kind": "arxiv",
    "version": 1
  }
}