MEASUREMENTS / MODELS / DECISIONS

Find the mechanism. Guide the design.

Our goal: reveal how molecules bind, assemble and interact with membranes. Combine measurements and models to distinguish competing mechanisms and identify the experiment that can tell them apart.

01

Evidence

Orthogonal measurements retain provenance, quality state and the physical assumptions required for reuse.

02

Surrogate

A shared model compresses multiscale signals into fast predictions of binding, assembly and state transitions.

03

Oracle

The system escalates unsupported or consequential cases to the measurement with highest decision value.

04

Decision

Outputs distinguish demonstrated evidence, model-supported inference and the next hypothesis to verify.