Nonlinear dyad (andreou2026aci eq. 1-2)

Usage

aci_dyad_model(variant = "p1", observe = "x", params = NULL)

Arguments

variant: Paper-specific parameter preset.
observe: Which dyad component is treated as observed.
params: Optional complete parameter list overriding the preset.

Value

A cgns_model for the dyad, ready for simulate() and the assimilation verbs; the observed-x variant carries a sealed realiser descriptor so that compilation takes the directed route.

References

Andreou, M., Chen, N. and Bollt, E. (2026). Assimilative causal inference. Nature Communications 17, 1854. doi:10.1038/s41467-026-68568-0

Examples

aci_dyad_model()
#> <cgns_model> 'dyad[p1] y->x': k = 1 observed, l = 1 hidden