pith. sign in
Pith Number

pith:TXCO7PF3

pith:2021:TXCO7PF3NTEYFAJRD57ML4ATEN
not attested not anchored not stored refs pending

Latent Space Data Assimilation by using Deep Learning

Anthony Fillion, Gael Goret, Mathis Peyron, Pierre Boudier, Selime G\"urol, Serge Gratton, Victor Marchais

arxiv:2104.00430 v1 · 2021-04-01 · cs.LG · cs.NA · math.NA

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{TXCO7PF3NTEYFAJRD57ML4ATEN}

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 2026-07-05T03:34:23.529188Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

9dc4efbcbb6cc98281311f7ec5f013237ed2c5b0dc4402f3da68c437a3bf55cd

Aliases

arxiv: 2104.00430 · arxiv_version: 2104.00430v1 · doi: 10.48550/arxiv.2104.00430 · pith_short_12: TXCO7PF3NTEY · pith_short_16: TXCO7PF3NTEYFAJR · pith_short_8: TXCO7PF3
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/TXCO7PF3NTEYFAJRD57ML4ATEN \
  | 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: 9dc4efbcbb6cc98281311f7ec5f013237ed2c5b0dc4402f3da68c437a3bf55cd
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "1aefdcbbfcc265742bfc7ad79d0d806259a56a7b6c874a33931acb8e6642d849",
    "cross_cats_sorted": [
      "cs.NA",
      "math.NA"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-04-01T12:25:55Z",
    "title_canon_sha256": "49313ee680bc1103740ef00b863e10cf50a8a8d54c7562ea8b5eb18933da4a12"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2104.00430",
    "kind": "arxiv",
    "version": 1
  }
}