ae_size_correspondence — DRIVE grind op

• Data kinds: signal × signal → table

• Call: import fullseye as fs; fs.ledger.ae_size_correspondence(power, d50, group=None) -> 'dict' (to call the implementation directly, import grind; grind.ae_size_correspondence(power, d50, group=None) -> 'dict'; from the registry, opsdrive.get("ae_size_correspondence"))

Usage

Correspondence between AE band power and D50 (monotonicity, correlation, log–log slope α, P ∝ D50^α).

Passing group reports per group (material) (power levels differ by orders of magnitude between materials, so a pooled correlation picks up the level difference —— pooled is for reference only).

Returns: group → n, spearman (rank correlation), alpha (slope of ln P fitted against ln D50), sign_agree (fraction of all pairs in which "the one with larger D50 also has larger P"). With only 2 points, spearman can only be ±1 (always report n alongside).

References (sample data, literature)

• Sample-data catalog (download URLs / licences) — 2-D uses skimage.data (BSD/public domain) plus synthetic images; 3-D lists download URLs for real data sources (Stanford, PDS, …).

• Operator provenance and references — the sources of the research/methods this op family came from.

• The canonical algorithm (author, year) and its uses are named in the family usage guide above.

Runnable examples (verified samples that actually call this op)

• poc_powder_grinding_ae — py -3.11 examples/poc_powder_grinding_ae.py

Ops the type connects to (they accept table as input)

course_layout · course_occupancy · course_contains · world_build · world_camera · world_move · lidar_scan · rss_longitudinal_same

Same category (grind)

particle_size_read · particle_size_dx · particle_size_oversize · particle_size_synth · comminution_energy · comminution_law_fit · breakage_first_order_fit · replicate_compare


*Provenance: grind.py — DRIVE operator registry. This per-op note is generated by tools/opdocs.py md (do not hand-edit).*

© 2026 Kazufumi Furuse — Fullseye operator documentation. Licensed under Apache-2.0.