Projects in Awesome Lists tagged with hybrid-modeling

https://github.com/hilo-mpc/hilo-mpc

HILO-MPC is a Python toolbox for easy, flexible and fast development of machine-learning-supported optimal control and estimation problems

gaussian-processes hybrid-modeling kalman-filters lqr machine-learning mhe model-based-optimization model-predictive-control moving-horizon-estimation mpc neural-networks particle-filters path-following-mpc pid research-education trajectory-tracking-mpc

Last synced: 01 May 2025

https://github.com/thummeto/fmiflux.jl

FMIFlux.jl is a free-to-use software library for the Julia programming language, which offers the ability to place FMUs (fmi-standard.org) everywhere inside of your ML topologies and still keep the resulting model trainable with a standard (or custom) FluxML training process.

fmi fmu hybrid-modeling julia neuralfmu neuralode physicsai scientific-machine-learning

Last synced: 07 Apr 2025

https://github.com/ThummeTo/FMIFlux.jl

FMIFlux.jl is a free-to-use software library for the Julia programming language, which offers the ability to place FMUs (fmi-standard.org) everywhere inside of your ML topologies and still keep the resulting model trainable with a standard (or custom) FluxML training process.

fmi fmu hybrid-modeling julia neuralfmu neuralode physicsai scientific-machine-learning