Juliasim Model Optimizer
JuliaSim is a cloud-hosted platform for physical simulation. It combines a vast array of bleeding edge SciML techniques, acausal equation-based digital twin modeling and simulation and is powered by the Julia programming language. It is preview-only software in the time of writing this post (December 2022). JuliaSim produces surrogates of blackbox (and regular) dynamical systems using Continuous Time Echo State Networks 1. This technique allows, amongst other features, for implicit training in parameter space to stabilize the ill-conditioning present in stiff systems....