Add GigaBIT M1 frame stiffness characterization project

- 3 studies: sensitivity (Method D), stiffness sweep (Method B), robustness
- Atomizer specs with run matrices, Zernike annular OPD extractor
- War-room validated hybrid B+D method
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# GigaBIT M1 — Reference Frame Stiffness Characterization
**Client:** StarSpec
**Project:** P04-GigaBIT-M1
**Created:** 2026-03-04
**Status:** Active — Model Setup
---
## Objective
Determine minimum stiffness requirements for StarSpec's reference frame at 5 mirror support interface points. Quantify WFE sensitivity to frame compliance so StarSpec can design their frame to spec.
## Approach
**Hybrid B+D method** (war-room validated):
1. **Method D (Sensitivity):** Prescribed unit displacements at each unique interface point, extract Zernike WFE sensitivity coefficients (nm/μm per DOF per point)
2. **Method B (Stiffness Sweep):** CBUSH spring-to-ground at 5 interface points, sweep K to find knee points
3. **Robustness:** One-soft-point, combined compliance, correlated displacement tests
## Key Numbers
| Metric | Value |
|--------|-------|
| Baseline WFE @ 40° | ~7.0 nm RMS (J5+ filtered) |
| Baseline WFE @ 60° | ~13.0 nm RMS (J5+ filtered) |
| ΔWFE budget (frame) | ≤ 1.0 nm RMS |
| System allocation | ≤ 22 nm RMS (contract) |
| Mechanical target | < 14 nm RMS |
| Total runs | ~42 |
## Interface Points (5 total)
| Label | Type | Symmetry |
|-------|------|----------|
| V_top | Vertical support | Unique (on Y-Z symmetry axis) |
| V_left | Vertical support | = V_right mirrored |
| V_right | Vertical support | = V_left mirrored |
| L_left | Lateral support | = L_right mirrored |
| L_right | Lateral support | = L_left mirrored |
**Unique points to test:** 3 (V_top, V_side, L_side)
## Model
- **Solver:** NX Nastran SOL 101 (linear static)
- **Coordinate system:** Global (Z = optical axis)
- **Zernike extractor:** Annular OPD, 50 modes, J5+ filtered RMS
- **Reference subcase:** 20° elevation
- **Test subcases:** 40° and 60° elevation
- **Inner radius:** 135.75 mm (central hole)
- **Outer radius:** 500.0 mm
## Project Structure
```
gigabit-m1-frame-stiffness/
├── README.md ← You are here
├── models/ # NX model files (drop .prt and .sim here)
├── studies/
│ ├── 01_sensitivity_method_d/ # Unit displacement sensitivity (9+3 runs)
│ ├── 02_stiffness_sweep_method_b/ # K sweep campaigns (20 runs)
│ └── 03_robustness/ # One-soft-point, combined, correlated (8 runs)
├── deliverables/ # StarSpec requirement document (Rev A)
├── kb/ # Knowledge base notes
└── images/ # Plots, screenshots
```
## PKM Reference
Full documentation: `obsidian-vault/2-Projects/P04-GigaBIT-M1/03-studies/Reference-Frame-Stiffness-Characterization/`

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# Study 01 — Sensitivity Map (Method D)
**Type:** Parametric — Prescribed Unit Displacements
**Runs:** 12 (9 unique @ 60° + 1 baseline + 2 spot checks @ 40°)
**Model:** Enforced displacement BCs with expression control
## What This Does
Applies +1 μm displacement at each unique interface point in each global DOF direction, one at a time. Measures ΔWFE to build a sensitivity matrix: **nm WFE per μm displacement per DOF per point.**
This is the PRIMARY deliverable for StarSpec.
## .sim Setup Required
1. Create 9 NX expressions: `dV1_X, dV1_Y, dV1_Z, dV2_X, dV2_Y, dV2_Z, dL1_X, dL1_Y, dL1_Z` (all default = 0)
2. Apply enforced displacement BCs on all 5 support nodes referencing these expressions
3. Symmetry ties: V_right X = dV2_X, L_right X = dL1_X; Y/Z same sign as left counterpart
4. Gravity load at target elevation (60° or 40°)
## Extractor
Zernike annular OPD: 50 modes, J5+ filtered, inner_radius = 135.75 mm, reference subcase = 20° elevation.
**Also extract individually:** J9, J10 (trefoil) and J11 (spherical) for secondary reporting.
## Output
Sensitivity matrix → feed into displacement limits and StarSpec deliverable.

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{
"meta": {
"version": "2.0",
"created": "2026-03-04T12:00:00Z",
"modified": "2026-03-04T12:00:00Z",
"created_by": "mario",
"modified_by": "mario",
"study_name": "01_sensitivity_method_d",
"description": "Method D — Unit displacement sensitivity map. Apply +1 μm prescribed displacement at each unique interface point (3 points × 3 DOF = 9 runs), extract Zernike WFE sensitivity coefficients. Uses symmetry: V_left≡V_right, L_left≡L_right.",
"tags": ["mirror", "zernike", "sensitivity", "frame-stiffness", "parametric"]
},
"model": {
"sim": {
"path": "ASSY_M1_assyfem1_sim1.sim",
"solver": "nastran",
"_note": "UPDATE: Set correct .sim filename after model drop"
},
"nx_settings": {
"nx_install_path": "C:\\Program Files\\Siemens\\NX2506",
"simulation_timeout_s": 600,
"_note": "UPDATE: Adjust NX path for your machine if different"
}
},
"design_variables": [
{
"id": "dv_001",
"name": "dV1_X",
"expression_name": "dV1_X",
"type": "continuous",
"bounds": {"min": 0.0, "max": 0.001},
"baseline": 0.0,
"units": "mm",
"enabled": true,
"description": "V_top displacement in global X (0 = fixed, 0.001 = +1 μm)"
},
{
"id": "dv_002",
"name": "dV1_Y",
"expression_name": "dV1_Y",
"type": "continuous",
"bounds": {"min": 0.0, "max": 0.001},
"baseline": 0.0,
"units": "mm",
"enabled": true,
"description": "V_top displacement in global Y"
},
{
"id": "dv_003",
"name": "dV1_Z",
"expression_name": "dV1_Z",
"type": "continuous",
"bounds": {"min": 0.0, "max": 0.001},
"baseline": 0.0,
"units": "mm",
"enabled": true,
"description": "V_top displacement in global Z (optical axis)"
},
{
"id": "dv_004",
"name": "dV2_X",
"expression_name": "dV2_X",
"type": "continuous",
"bounds": {"min": 0.0, "max": 0.001},
"baseline": 0.0,
"units": "mm",
"enabled": true,
"description": "V_side (left) displacement in global X"
},
{
"id": "dv_005",
"name": "dV2_Y",
"expression_name": "dV2_Y",
"type": "continuous",
"bounds": {"min": 0.0, "max": 0.001},
"baseline": 0.0,
"units": "mm",
"enabled": true,
"description": "V_side (left) displacement in global Y"
},
{
"id": "dv_006",
"name": "dV2_Z",
"expression_name": "dV2_Z",
"type": "continuous",
"bounds": {"min": 0.0, "max": 0.001},
"baseline": 0.0,
"units": "mm",
"enabled": true,
"description": "V_side (left) displacement in global Z"
},
{
"id": "dv_007",
"name": "dL1_X",
"expression_name": "dL1_X",
"type": "continuous",
"bounds": {"min": 0.0, "max": 0.001},
"baseline": 0.0,
"units": "mm",
"enabled": true,
"description": "L_side (left) displacement in global X"
},
{
"id": "dv_008",
"name": "dL1_Y",
"expression_name": "dL1_Y",
"type": "continuous",
"bounds": {"min": 0.0, "max": 0.001},
"baseline": 0.0,
"units": "mm",
"enabled": true,
"description": "L_side (left) displacement in global Y"
},
{
"id": "dv_009",
"name": "dL1_Z",
"expression_name": "dL1_Z",
"type": "continuous",
"bounds": {"min": 0.0, "max": 0.001},
"baseline": 0.0,
"units": "mm",
"enabled": true,
"description": "L_side (left) displacement in global Z"
}
],
"extractors": [
{
"id": "ext_001",
"name": "Zernike Annular OPD — WFE Sensitivity",
"type": "zernike_opd",
"builtin": true,
"config": {
"inner_radius_mm": 135.75,
"outer_radius_mm": 500.0,
"n_modes": 50,
"filter_low_orders": 4,
"displacement_unit": "mm",
"reference_subcase": 2,
"_note": "J5+ filtered RMS. reference_subcase=2 is 20° elevation. Check subcase numbering in your model."
},
"outputs": [
{
"name": "rel_filtered_rms_40_vs_20",
"metric": "filtered_rms_nm"
},
{
"name": "rel_filtered_rms_60_vs_20",
"metric": "filtered_rms_nm"
}
]
}
],
"objectives": [
{
"id": "obj_001",
"name": "ΔWFE at 60° (primary — worst case)",
"direction": "minimize",
"weight": 1.0,
"source": {
"extractor_id": "ext_001",
"output_name": "rel_filtered_rms_60_vs_20"
},
"target": 1.0,
"units": "nm",
"_note": "This is a parametric study, not optimization. Objective is for tracking only."
}
],
"constraints": [],
"optimization": {
"algorithm": {
"type": "GridSampler",
"config": {
"_note": "GridSampler for deterministic parametric sweep. Each run is a specific point in the design matrix."
}
},
"budget": {
"max_trials": 12
},
"_run_matrix_note": "Override with explicit trial list below. Each trial activates exactly ONE displacement expression = 0.001, rest = 0."
},
"run_matrix": {
"_description": "Explicit trial definitions for Method D. Each row is one FEA run. Atomizer sets these expression values before solving.",
"trials": [
{"trial": 0, "label": "baseline_all_fixed", "dV1_X": 0, "dV1_Y": 0, "dV1_Z": 0, "dV2_X": 0, "dV2_Y": 0, "dV2_Z": 0, "dL1_X": 0, "dL1_Y": 0, "dL1_Z": 0, "elevation": "60"},
{"trial": 1, "label": "V_top_Z", "dV1_X": 0, "dV1_Y": 0, "dV1_Z": 0.001, "dV2_X": 0, "dV2_Y": 0, "dV2_Z": 0, "dL1_X": 0, "dL1_Y": 0, "dL1_Z": 0, "elevation": "60"},
{"trial": 2, "label": "V_top_X", "dV1_X": 0.001, "dV1_Y": 0, "dV1_Z": 0, "dV2_X": 0, "dV2_Y": 0, "dV2_Z": 0, "dL1_X": 0, "dL1_Y": 0, "dL1_Z": 0, "elevation": "60"},
{"trial": 3, "label": "V_top_Y", "dV1_X": 0, "dV1_Y": 0.001, "dV1_Z": 0, "dV2_X": 0, "dV2_Y": 0, "dV2_Z": 0, "dL1_X": 0, "dL1_Y": 0, "dL1_Z": 0, "elevation": "60"},
{"trial": 4, "label": "V_side_Z", "dV1_X": 0, "dV1_Y": 0, "dV1_Z": 0, "dV2_X": 0, "dV2_Y": 0, "dV2_Z": 0.001, "dL1_X": 0, "dL1_Y": 0, "dL1_Z": 0, "elevation": "60"},
{"trial": 5, "label": "V_side_X", "dV1_X": 0, "dV1_Y": 0, "dV1_Z": 0, "dV2_X": 0.001, "dV2_Y": 0, "dV2_Z": 0, "dL1_X": 0, "dL1_Y": 0, "dL1_Z": 0, "elevation": "60"},
{"trial": 6, "label": "V_side_Y", "dV1_X": 0, "dV1_Y": 0, "dV1_Z": 0, "dV2_X": 0, "dV2_Y": 0.001, "dV2_Z": 0, "dL1_X": 0, "dL1_Y": 0, "dL1_Z": 0, "elevation": "60"},
{"trial": 7, "label": "L_side_Z", "dV1_X": 0, "dV1_Y": 0, "dV1_Z": 0, "dV2_X": 0, "dV2_Y": 0, "dV2_Z": 0, "dL1_X": 0, "dL1_Y": 0, "dL1_Z": 0.001, "elevation": "60"},
{"trial": 8, "label": "L_side_X", "dV1_X": 0, "dV1_Y": 0, "dV1_Z": 0, "dV2_X": 0, "dV2_Y": 0, "dV2_Z": 0, "dL1_X": 0.001, "dL1_Y": 0, "dL1_Z": 0, "elevation": "60"},
{"trial": 9, "label": "L_side_Y", "dV1_X": 0, "dV1_Y": 0, "dV1_Z": 0, "dV2_X": 0, "dV2_Y": 0, "dV2_Z": 0, "dL1_X": 0, "dL1_Y": 0.001, "dL1_Z": 0, "elevation": "60"},
{"trial": 10, "label": "spot_check_40_top1", "dV1_X": 0, "dV1_Y": 0, "dV1_Z": 0.001, "dV2_X": 0, "dV2_Y": 0, "dV2_Z": 0, "dL1_X": 0, "dL1_Y": 0, "dL1_Z": 0, "elevation": "40", "_note": "Repeat top sensitive DOF at 40° — UPDATE label after ranking"},
{"trial": 11, "label": "spot_check_40_top2", "dV1_X": 0, "dV1_Y": 0, "dV1_Z": 0, "dV2_X": 0, "dV2_Y": 0, "dV2_Z": 0.001, "dL1_X": 0, "dL1_Y": 0, "dL1_Z": 0, "elevation": "40", "_note": "UPDATE after ranking"}
]
}
}

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# Study 02 — Stiffness Sweep (Method B)
**Type:** Parametric — CBUSH Spring-to-Ground Sweep
**Runs:** 22 (2 validation + 10 K_vert sweep + 10 K_lat sweep)
**Model:** CBUSH elements at 5 interface points, offset ground nodes (10mm Z)
## What This Does
Replaces fixed BCs with CBUSH springs. Sweeps translational stiffness from 1e4 → 1e10 N/m on log scale. Two independent campaigns:
- Campaign 1: Sweep K_vert (laterals rigid)
- Campaign 2: Sweep K_lat (verticals rigid)
Finds the **knee point** where ΔWFE crosses the 1.0 nm budget.
## .sim Setup Required
1. Create 5 ground nodes (offset 10mm in Z from each support node)
2. SPC 123456 on all ground nodes
3. Remove existing SPCs on 5 support nodes
4. Create 5 CBUSH elements (support → ground, global coords)
5. Create 2 PBUSH properties: 8001 (vertical, K=$K_vert) and 8002 (lateral, K=$K_lat)
6. Create 2 NX expressions: `K_vert`, `K_lat` (default = 1e12)
## Extractor
Same as Study 01: Zernike annular OPD, 50 modes, J5+ filtered, annular aperture.
## Output
ΔWFE vs K curves → knee points → recommended minimum stiffness for StarSpec.

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{
"meta": {
"version": "2.0",
"created": "2026-03-04T12:00:00Z",
"modified": "2026-03-04T12:00:00Z",
"created_by": "mario",
"modified_by": "mario",
"study_name": "02_stiffness_sweep_method_b",
"description": "Method B — CBUSH spring-to-ground stiffness sweep. 5 CBUSH elements at interface points (offset 10mm in -Z). Sweep K_vertical (3 vertical CBUSHes) and K_lateral (2 lateral CBUSHes) independently to find knee points where ΔWFE exceeds 1.0 nm budget.",
"tags": ["mirror", "zernike", "stiffness", "frame-stiffness", "parametric", "cbush"]
},
"model": {
"sim": {
"path": "ASSY_M1_assyfem1_sim1.sim",
"solver": "nastran",
"_note": "UPDATE: This uses the CBUSH model variant (.sim with CBUSH elements + offset ground nodes). Different from Study 01."
},
"nx_settings": {
"nx_install_path": "C:\\Program Files\\Siemens\\NX2506",
"simulation_timeout_s": 600
}
},
"design_variables": [
{
"id": "dv_001",
"name": "K_vert",
"expression_name": "K_vert",
"type": "continuous",
"bounds": {"min": 1e4, "max": 1e12},
"baseline": 1e12,
"units": "N/m",
"enabled": true,
"description": "Translational stiffness for all 3 vertical support CBUSHes (K1=K2=K3=K_vert). Rotational K4=K5=K6 held at 1e12."
},
{
"id": "dv_002",
"name": "K_lat",
"expression_name": "K_lat",
"type": "continuous",
"bounds": {"min": 1e4, "max": 1e12},
"baseline": 1e12,
"units": "N/m",
"enabled": true,
"description": "Translational stiffness for all 2 lateral support CBUSHes (K1=K2=K3=K_lat). Rotational K4=K5=K6 held at 1e12."
}
],
"extractors": [
{
"id": "ext_001",
"name": "Zernike Annular OPD — Stiffness Sweep",
"type": "zernike_opd",
"builtin": true,
"config": {
"inner_radius_mm": 135.75,
"outer_radius_mm": 500.0,
"n_modes": 50,
"filter_low_orders": 4,
"displacement_unit": "mm",
"reference_subcase": 2
},
"outputs": [
{
"name": "rel_filtered_rms_40_vs_20",
"metric": "filtered_rms_nm"
},
{
"name": "rel_filtered_rms_60_vs_20",
"metric": "filtered_rms_nm"
}
]
}
],
"objectives": [
{
"id": "obj_001",
"name": "ΔWFE at 60° — stiffness sweep tracking",
"direction": "minimize",
"weight": 1.0,
"source": {
"extractor_id": "ext_001",
"output_name": "rel_filtered_rms_60_vs_20"
},
"target": 1.0,
"units": "nm"
}
],
"constraints": [],
"optimization": {
"algorithm": {
"type": "GridSampler",
"config": {}
},
"budget": {
"max_trials": 22
}
},
"run_matrix": {
"_description": "Campaign 1: Sweep K_vert (K_lat=1e12). Campaign 2: Sweep K_lat (K_vert=1e12). All at 60° elevation.",
"trials": [
{"trial": 0, "label": "baseline_rigid", "K_vert": 1e12, "K_lat": 1e12, "elevation": "60", "_note": "Validation: should match fixed-BC baseline"},
{"trial": 1, "label": "baseline_rigid_40", "K_vert": 1e12, "K_lat": 1e12, "elevation": "40", "_note": "Validation at 40°"},
{"trial": 2, "label": "Kv_1e4", "K_vert": 1e4, "K_lat": 1e12, "elevation": "60"},
{"trial": 3, "label": "Kv_1e5", "K_vert": 1e5, "K_lat": 1e12, "elevation": "60"},
{"trial": 4, "label": "Kv_3e5", "K_vert": 3e5, "K_lat": 1e12, "elevation": "60"},
{"trial": 5, "label": "Kv_1e6", "K_vert": 1e6, "K_lat": 1e12, "elevation": "60"},
{"trial": 6, "label": "Kv_3e6", "K_vert": 3e6, "K_lat": 1e12, "elevation": "60"},
{"trial": 7, "label": "Kv_1e7", "K_vert": 1e7, "K_lat": 1e12, "elevation": "60"},
{"trial": 8, "label": "Kv_3e7", "K_vert": 3e7, "K_lat": 1e12, "elevation": "60"},
{"trial": 9, "label": "Kv_1e8", "K_vert": 1e8, "K_lat": 1e12, "elevation": "60"},
{"trial": 10, "label": "Kv_1e9", "K_vert": 1e9, "K_lat": 1e12, "elevation": "60"},
{"trial": 11, "label": "Kv_1e10", "K_vert": 1e10, "K_lat": 1e12, "elevation": "60"},
{"trial": 12, "label": "Kl_1e4", "K_vert": 1e12, "K_lat": 1e4, "elevation": "60"},
{"trial": 13, "label": "Kl_1e5", "K_vert": 1e12, "K_lat": 1e5, "elevation": "60"},
{"trial": 14, "label": "Kl_3e5", "K_vert": 1e12, "K_lat": 3e5, "elevation": "60"},
{"trial": 15, "label": "Kl_1e6", "K_vert": 1e12, "K_lat": 1e6, "elevation": "60"},
{"trial": 16, "label": "Kl_3e6", "K_vert": 1e12, "K_lat": 3e6, "elevation": "60"},
{"trial": 17, "label": "Kl_1e7", "K_vert": 1e12, "K_lat": 1e7, "elevation": "60"},
{"trial": 18, "label": "Kl_3e7", "K_vert": 1e12, "K_lat": 3e7, "elevation": "60"},
{"trial": 19, "label": "Kl_1e8", "K_vert": 1e12, "K_lat": 1e8, "elevation": "60"},
{"trial": 20, "label": "Kl_1e9", "K_vert": 1e12, "K_lat": 1e9, "elevation": "60"},
{"trial": 21, "label": "Kl_1e10", "K_vert": 1e12, "K_lat": 1e10, "elevation": "60"}
]
}
}

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# Study 03 — Robustness Checks
**Type:** Parametric — Specific Scenarios
**Runs:** 8
**Model:** Uses both .sim setups (CBUSH for K tests, displacement for correlated tests)
**Prerequisite:** Complete Studies 01 and 02 first (needs knee values)
## What This Does
Tests scenarios that the simple sweeps can't capture:
1. **One-soft-point (3 runs):** What if one support is 10× softer than the rest?
2. **Combined compliance (3 runs):** Both vertical and lateral at knee values simultaneously
3. **Correlated displacement (2 runs):** All verticals move together (frame bending mode simulation)
## Before Running
Update `atomizer_spec.json` with actual knee values from Study 02:
- Replace `KNEE` placeholders with K_vert_knee and K_lat_knee values
- Replace `KNEE/10` with knee/10, `KNEE/2` with knee/2
## Output
- Interaction factor: is combined ΔWFE > sum of individual?
- Worst-case single soft point identification
- Correlated vs independent displacement comparison

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{
"meta": {
"version": "2.0",
"created": "2026-03-04T12:00:00Z",
"modified": "2026-03-04T12:00:00Z",
"created_by": "mario",
"modified_by": "mario",
"study_name": "03_robustness",
"description": "Robustness checks: one-soft-point tests, combined compliance, and correlated displacement patterns. Run AFTER Studies 01 and 02 — uses knee values from Study 02.",
"tags": ["mirror", "zernike", "robustness", "frame-stiffness"]
},
"model": {
"sim": {
"path": "ASSY_M1_assyfem1_sim1.sim",
"solver": "nastran",
"_note": "Uses same CBUSH model variant as Study 02"
},
"nx_settings": {
"nx_install_path": "C:\\Program Files\\Siemens\\NX2506",
"simulation_timeout_s": 600
}
},
"design_variables": [
{
"id": "dv_001",
"name": "K_V_top",
"expression_name": "K_V_top",
"type": "continuous",
"bounds": {"min": 1e4, "max": 1e12},
"baseline": 1e12,
"units": "N/m",
"enabled": true,
"description": "Stiffness for V_top CBUSH only (for one-soft-point tests)"
},
{
"id": "dv_002",
"name": "K_V_side",
"expression_name": "K_V_side",
"type": "continuous",
"bounds": {"min": 1e4, "max": 1e12},
"baseline": 1e12,
"units": "N/m",
"enabled": true,
"description": "Stiffness for V_left + V_right CBUSHes (symmetric pair)"
},
{
"id": "dv_003",
"name": "K_L_side",
"expression_name": "K_L_side",
"type": "continuous",
"bounds": {"min": 1e4, "max": 1e12},
"baseline": 1e12,
"units": "N/m",
"enabled": true,
"description": "Stiffness for L_left + L_right CBUSHes (symmetric pair)"
}
],
"extractors": [
{
"id": "ext_001",
"name": "Zernike Annular OPD — Robustness",
"type": "zernike_opd",
"builtin": true,
"config": {
"inner_radius_mm": 135.75,
"outer_radius_mm": 500.0,
"n_modes": 50,
"filter_low_orders": 4,
"displacement_unit": "mm",
"reference_subcase": 2
},
"outputs": [
{
"name": "rel_filtered_rms_40_vs_20",
"metric": "filtered_rms_nm"
},
{
"name": "rel_filtered_rms_60_vs_20",
"metric": "filtered_rms_nm"
}
]
}
],
"objectives": [
{
"id": "obj_001",
"name": "ΔWFE at 60° — robustness tracking",
"direction": "minimize",
"weight": 1.0,
"source": {
"extractor_id": "ext_001",
"output_name": "rel_filtered_rms_60_vs_20"
},
"target": 1.0,
"units": "nm"
}
],
"constraints": [],
"optimization": {
"algorithm": {
"type": "GridSampler",
"config": {}
},
"budget": {
"max_trials": 8
}
},
"run_matrix": {
"_description": "UPDATE K_knee values after Study 02 completes. Replace 'KNEE' placeholders with actual values.",
"_K_vert_knee": "UPDATE_FROM_STUDY_02",
"_K_lat_knee": "UPDATE_FROM_STUDY_02",
"trials": [
{"trial": 0, "label": "one_soft_V_top", "K_V_top": "KNEE/10", "K_V_side": 1e12, "K_L_side": 1e12, "elevation": "60", "_note": "V_top 10× below knee, rest rigid"},
{"trial": 1, "label": "one_soft_V_side", "K_V_top": 1e12, "K_V_side": "KNEE/10", "K_L_side": 1e12, "elevation": "60", "_note": "V_side 10× below knee, rest rigid"},
{"trial": 2, "label": "one_soft_L_side", "K_V_top": 1e12, "K_V_side": 1e12, "K_L_side": "KNEE/10", "elevation": "60", "_note": "L_side 10× below knee, rest rigid"},
{"trial": 3, "label": "combined_knee_60", "K_V_top": "KNEE", "K_V_side": "KNEE", "K_L_side": "KNEE", "elevation": "60", "_note": "All at knee values"},
{"trial": 4, "label": "combined_knee_40", "K_V_top": "KNEE", "K_V_side": "KNEE", "K_L_side": "KNEE", "elevation": "40", "_note": "All at knee @ 40°"},
{"trial": 5, "label": "combined_half_60", "K_V_top": "KNEE/2", "K_V_side": "KNEE/2", "K_L_side": "KNEE/2", "elevation": "60", "_note": "All at half knee"},
{"trial": 6, "label": "corr_sag_all_V_down", "_type": "method_d", "_note": "USE Study 01 setup: dV1_Z=dV2_Z=0.001 simultaneously (all 3 vertical +1μm Z). Tests correlated frame sag."},
{"trial": 7, "label": "corr_twist_V_split", "_type": "method_d", "_note": "USE Study 01 setup: dV1_Z=+0.001, dV2_Z=-0.001 (V_top up, V_sides down). Tests frame twist."}
]
}
}