edmd

Bridging infinite-dimensional delay dynamics with fully GPU-accelerated finite-dimensional Koopman learning and provable error bounds for nonlinear delay-differential equations.

Data-driven modeling, prediction, and control of nonlinear dynamical systems via Koopman Operator Theory (DMD, EDMD, EDMDc + LQR, and Diffusion Maps). Master's thesis codebase.

A Trajectory-Based Continuous Collision Detection for 2D Particle Systems

Research presentation on Koopman Operator Theory, DMD, EDMD applied for JUICE and pendulum.

Repository containing generic functions for the implementation of the EDMD algorithm for the approximation of the Koopman Operator.

A Python library for Data-driven Dynamical Systems Modeling with the Scikit-learn compatible API

Collection of sphere packing and meshing algorithms.

An intuitive GUI tool for executing and visualizing data-driven Koopman operator analysis

Bilingual Obsidian notes on Koopman theory, dynamical systems, and applied mathematics.

Event-Driven Molecular Dynamics Gas Simulator in 2D