koopman-operator-theory

There are 0 repository under koopman-operator-theory topic.

• koopcore

  TUM-ITR / koopcore

  Koopman Kernels for Learning Dynamical Systems from Trajectory Data

  data-drivendifferential-equationsdynamical-systemskernel-methodskoopman-operator-theorytime-series
  Language:Python 11

• mhr / kcpo-icml

  Experiment code for "Koopman Constrained Policy Optimization: a Koopman operator theoretic method for differentiable optimal control in robotics" as presented at ICML 2023

  mpcoptimal-controlpolicy-learningrobot-learningkoopman-operator-theory
  Language:Jupyter Notebook 3

• himanshuvnm / Limited-Data-Acquisition-JULIA

  This research work is about Limited Data Acquisition for the real life physical experiment of fluid flow across cylinder based on Kernelized Extended Dynamic Mode Decomposition by incorporating Gaussian Random Matrix Theory and Laplacian Kernel Function Hilbert space.

  dynamic-mode-decompositionjulia-languagekoopman-operator-theorylaplacian-kernelreproducing-kernel-hilbert-spacerandom-matrix-theorygaussian-random-vector
  Language:Python 1