Select a domain encoder to begin.
Fluorescence, brightfield, and phase-contrast microscopy images. Maps local entropy, gradients, and Laplacian to partition coordinates (n,l,m,s).
Spectral frequency data: Raman, IR, UV-Vis absorption peaks. Encodes frequency-amplitude pairs as spectral images for GPU observation.
Nucleotide sequences in FASTA or raw format. Computes trinucleotide (k=3) frequencies and maps k-mer distribution to partition coordinates.
Time series and waveform data. Computes windowed FFT spectrogram and maps frequency-time power distribution through the observation pipeline.
Any numeric data: CSV matrices, JSON arrays, or vectors. Reshapes and normalizes to a 2D image for domain-agnostic observation.