Evidence#

Claims are tied to reproducible artifacts, including negative results and scope limitations. Start with the claims registry before reusing benchmark language elsewhere.

Claims and evidence

Canonical public wording, supporting studies, and explicit nonclaims.

Claims and evidence
Interactive microscopy demo

Compare one checksum-pinned patch in napari with local and frozen evidence kept separate.

Interactive SELMA3D comparison
SELMA3D microvessels

The flagship 18-patch held-out quality-at-speed result.

3-D microvessel quality-at-speed validation
Controlled 3-D fields

Analytical-target accuracy, including the post-hoc polyphase reversal.

Controlled 3-D spectral-coarsening validation
Performance evidence

Internal acceleration, external comparisons, wins, and losses.

Performance evidence
Capability status

Stable, stabilizing, and experimental support boundaries.

Project status and evidence