Bioacoustics
Animal signals
Sequence-level descriptions of calls and bursts — clustering motifs before committing to taxonomies.
Portfolio
Experimental tracks
Modex organizes exploratory work around domains where hidden structure matters — animal communication, fluid dynamics, material interactions, generic sequences, and unknown signal families.
Hydrodynamics
Fluid patterns
Narrative encoding of flow events to compare regimes and repeated interaction signatures.
Materials
Interaction logs
Structured notes on contact, resonance, and transitions — surfaced as embedding neighborhoods for lab follow-up.
Open frontier
Unknown signals
Discovery-first loops when labels are scarce — prioritize hypotheses you can falsify with measurements.
Try the console
Run typed experiments against today's deterministic embeddings — swap in richer encoders when your keys and datasets are ready.