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pith:2025:FB4GBIMXDJW3SG2P66HVOCIPP7
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The Choice of Line Lengths in Multiline Thru-Reflect-Line Calibration

Michael Gadringer, Wolfgang B\"osch, Ziad Hatab

Optimal line lengths for multiline TRL calibration are selected by nonlinear constrained optimization of the eigenvalue problem to spread uncertainty evenly across frequencies.

arxiv:2512.18641 v3 · 2025-12-21 · eess.SP · physics.ins-det

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3 Author claim open · sign in to claim
4 Citations open
5 Replications open
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Claims

C1strongest claim

A measurement-based Monte Carlo uncertainty analysis demonstrates that the proposed line lengths distribute calibration uncertainty more evenly across lines compared to a commercial calibration kit.

C2weakest assumption

The error boxes derived from impedance standard substrate measurements accurately represent the dominant uncertainty sources in the multiline TRL setup across the tested frequency range and materials.

C3one line summary

Optimal lengths for multiline TRL calibration lines are found by nonlinear constrained optimization of the eigenvalue problem, with a sparse-ruler shortcut, and measurements confirm more even uncertainty distribution than commercial kits.

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First computed 2026-06-02T02:04:12.614640Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

287860a1971a6db91b4ff78f57090f7fd192a884cbd5c9b7add9c5e216a6bc7c

Aliases

arxiv: 2512.18641 · arxiv_version: 2512.18641v3 · doi: 10.48550/arxiv.2512.18641 · pith_short_12: FB4GBIMXDJW3 · pith_short_16: FB4GBIMXDJW3SG2P · pith_short_8: FB4GBIMX
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Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/FB4GBIMXDJW3SG2P66HVOCIPP7 \
  | 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: 287860a1971a6db91b4ff78f57090f7fd192a884cbd5c9b7add9c5e216a6bc7c
Canonical record JSON
{
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    "abstract_canon_sha256": "5adfaf0db735fa589d0dc5c24fa89209eef439803780cf4484ab38ca63b8e9b0",
    "cross_cats_sorted": [
      "physics.ins-det"
    ],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "eess.SP",
    "submitted_at": "2025-12-21T08:31:08Z",
    "title_canon_sha256": "66c6a3e40c5f1d07565e0446e75bbd751825eb18316751756d7d1ea05016c8c0"
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  "source": {
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    "kind": "arxiv",
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}