Pith Number

pith:FS5YWYI3

pith:2023:FS5YWYI343VZ5YJK3BA2LYJA3S

not attested not anchored not stored refs pending

Bayesian KalmanNet: Quantifying Uncertainty in Deep Learning Augmented Kalman Filter

Guy Revach, Jindrich Dunik, Nir Shlezinger, Yehonatan Dahan

arxiv:2309.03058 v3 · 2023-09-06 · eess.SP

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{FS5YWYI343VZ5YJK3BA2LYJA3S}

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	2026-07-05T11:23:14.239390Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2cbb8b611be6eb9ee12ad841a5e120dcb2661dcf866465dbe896ef05fa55a8d0

Aliases

arxiv: 2309.03058 · arxiv_version: 2309.03058v3 · doi: 10.48550/arxiv.2309.03058 · pith_short_12: FS5YWYI343VZ · pith_short_16: FS5YWYI343VZ5YJK · pith_short_8: FS5YWYI3

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/FS5YWYI343VZ5YJK3BA2LYJA3S \
  | 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: 2cbb8b611be6eb9ee12ad841a5e120dcb2661dcf866465dbe896ef05fa55a8d0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "eb5314452fc55911654ccc62b2ed52c7dd9e4e3abe76e1ee28a72e8ffa08d5a1",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "eess.SP",
    "submitted_at": "2023-09-06T14:59:26Z",
    "title_canon_sha256": "22b9e6a85b0a5e9b6cc566edb6f9e8e86a7fc30fa0feb2d3a249ff2fb7744e8f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2309.03058",
    "kind": "arxiv",
    "version": 3
  }
}