A Causal Bayesian Workflow for Dynamical Systems

[djinnome]

An outline for a manuscript that starts with:

• PyCIEMSS
• ChiRho $\chi\rho$
• $Y_0$ causal inference engine
• ODEs
• PDEs, surrogate models
• SDEs?
• Multilevel models

What would be required to scale this to real-world, high-dimensional, or highly nonlinear problems?

• Mapping causal inference for dynamical systems terminology to existing terminology for optimal control of dynamical systems

[SamWitty]

@djinnome , I'd like to keep PyCIEMSS github issues as just things that can be addressed in the library itself. Outlines for manuscripts are out of scope. Closing for now.