Pith. sign in
Pith Number

pith:3SYMACA5

pith:2021:3SYMACA5PQY3B2KUGMR65PXP27
not attested not anchored not stored refs pending

Soft Sensing Transformer: Hundreds of Sensors are Worth a Single Word

Andrey Rzhetsky, Chao Zhang, Jaswanth Yella, Sergei Petrov, Sthitie Bom, Xiaoye Qian, Yu Huang

arxiv:2111.05973 v1 · 2021-11-10 · cs.LG · cs.AI

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{3SYMACA5PQY3B2KUGMR65PXP27}

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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 2026-07-05T03:50:36.986989Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

dcb0c0081d7c31b0e9543323eebeefd7d50ddd2fc57fd0a8b2b45eb0bc0c4208

Aliases

arxiv: 2111.05973 · arxiv_version: 2111.05973v1 · doi: 10.48550/arxiv.2111.05973 · pith_short_12: 3SYMACA5PQY3 · pith_short_16: 3SYMACA5PQY3B2KU · pith_short_8: 3SYMACA5
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/3SYMACA5PQY3B2KUGMR65PXP27 \
  | 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: dcb0c0081d7c31b0e9543323eebeefd7d50ddd2fc57fd0a8b2b45eb0bc0c4208
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "7ca62f7a51c57a0429208b87f7d592ffebe46f4581e108ca43e1d1538f7520a3",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-11-10T22:31:32Z",
    "title_canon_sha256": "d2e612f69fe8c369ddc2da152d53b35c2dfd37ab6b6d708da36587b4d0355d3f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2111.05973",
    "kind": "arxiv",
    "version": 1
  }
}