Pith Number

pith:IU35BNLD

pith:2023:IU35BNLDFCGHUKK4STTX6UD23N

not attested not anchored not stored refs pending

Learning to Optimise Climate Sensor Placement using a Transformer

Bryce Chen, Chen Wang, Gang Chen, Hui Ma, Jochen Schmidt, Victoria Huang

arxiv:2310.12387 v2 · 2023-10-18 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{IU35BNLDFCGHUKK4STTX6UD23N}

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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.

Cited by

1 paper in Pith

Transformer-Based Approach to Optimal Sensor Placement for Structural Health Monitoring of Probe Cards

Receipt and verification

First computed	2026-07-05T08:01:33.517850Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4537d0b563288c7a295c94e77f507adb42304709ffb4d5d71e891efe4d87808e

Aliases

arxiv: 2310.12387 · arxiv_version: 2310.12387v2 · doi: 10.48550/arxiv.2310.12387 · pith_short_12: IU35BNLDFCGH · pith_short_16: IU35BNLDFCGHUKK4 · pith_short_8: IU35BNLD

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/IU35BNLDFCGHUKK4STTX6UD23N \
  | 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: 4537d0b563288c7a295c94e77f507adb42304709ffb4d5d71e891efe4d87808e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "231f5fe998143a49627e3003fed9e777f4738dc2c4f02a37cca62b06a41c0749",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-10-18T23:58:54Z",
    "title_canon_sha256": "ce75ff3728055d44e383e3fb7745837cad1b5842d7ca23555ce86195990c7fbc"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.12387",
    "kind": "arxiv",
    "version": 2
  }
}