In this work, we present a novel approach that combines the power of Koopman operators and deep neural networks to generate a linear representation of the Duffing oscillator. This approach enables effective parameter estimation and accurate prediction of the oscillator's future behavior.
☆13Dec 1, 2025Updated 7 months ago
Alternatives and similar repositories for Koopman-Operator-and-Deep-Neural-Networks-ISAV2023
Users that are interested in Koopman-Operator-and-Deep-Neural-Networks-ISAV2023 are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆17Jan 24, 2024Updated 2 years ago
- pyHamSys is a Python package for scientific computations involving Hamiltonian systems☆15May 26, 2026Updated last month
- A Star Trek inspired slide theme for the Beamer LaTeX document class.☆14Sep 5, 2021Updated 4 years ago
- Repository for Koopman based learning and nonlinear control☆54Dec 8, 2022Updated 3 years ago
- Deep learning assisted dynamic mode decomposition☆19Oct 5, 2021Updated 4 years ago
- Open source password manager - Proton Pass • AdSecurely store, share, and autofill your credentials with Proton Pass, the end-to-end encrypted password manager trusted by millions.
- ☆11Jun 4, 2024Updated 2 years ago
- This repository contains the source code for "Stochastic data-driven model predictive control using Gaussian processes" (SDD-GP-MPC).☆69Apr 9, 2023Updated 3 years ago
- A lightweight Python tool to analyze PCAP files and generate network traffic reports. It detects traffic patterns, security concerns, and…☆19Sep 25, 2024Updated last year
- RGCN model for real-time fraud detection☆10Jan 27, 2023Updated 3 years ago
- Air-quality forecasting in Belgium using Deep Neural Networks, Neuroevolution and distributed Island Transpeciation☆14Nov 15, 2024Updated last year
- Special-purpose numerical integrators for spacecraft attitude dynamics☆12Feb 4, 2016Updated 10 years ago
- ☆10Mar 8, 2023Updated 3 years ago
- Intuitionistic Fuzzy Broad Learning System: Enhancing Robustness Against Noise and Outliers☆11Oct 26, 2025Updated 8 months ago
- AutoKoopman - automated Koopman operator methods for data-driven dynamical systems analysis and control.☆84May 7, 2024Updated 2 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- 🌌 Applications of Physics-Informed ML: A collection of notebooks from my Masters research, exploring how machine learning can solve scie…☆12Apr 29, 2026Updated 2 months ago
- ☆48Jul 6, 2023Updated 3 years ago
- Fault-Tolerant Neural CBF☆15Feb 23, 2024Updated 2 years ago
- Tube-Based Zonotopic Data Driven Predictive Control☆12Nov 23, 2022Updated 3 years ago
- This repository combines visual srvoing projected to a null space operator and Nonlinear Model Predictive Control (NMPC). The controller …☆11Jun 21, 2026Updated last month
- Code for CDC2022 submission☆11Sep 1, 2025Updated 10 months ago
- ☆10May 23, 2022Updated 4 years ago
- [ICML 2022] Learning Efficient and Robust Ordinary Differential \\ Equations via Invertible Neural Networks☆11Apr 14, 2023Updated 3 years ago
- Implementation of a multi-agent system for the modeling of carpooling in a city with one-way streets. Used Python and the Mesa package fo…☆14Jan 19, 2022Updated 4 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Distributionally Robust Stochastic Model Predictive Control☆15May 30, 2022Updated 4 years ago
- Genetic Algorithm for integer constrained optimization and its applications☆11Oct 5, 2023Updated 2 years ago
- ☆13Jun 26, 2020Updated 6 years ago
- Repository accompanying the paper "Model-Predictive Attitude Control for Flexible Spacecraft During Thruster Firings"☆13Aug 7, 2020Updated 5 years ago
- ☆10Jan 3, 2024Updated 2 years ago
- Benchmark for Multi-robot Cleaning Task Allocation☆14Aug 13, 2023Updated 2 years ago
- This repository contains the code for the method presented in the paper "Safe Data-Driven Model Predictive Control of Systems with Comple…☆12Jan 14, 2023Updated 3 years ago
- Algebraic Dynamic Mode Decomposition with Model Predictive Control☆25Feb 11, 2020Updated 6 years ago
- Framework for Aerostructural Design Optimization☆10Jan 26, 2025Updated last year
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Supporting codes for the numerical implementations in the paper "Operator inference for non-intrusive model reduction with quadratic mani…☆12Aug 18, 2022Updated 3 years ago
- A Python package to learn the Koopman operator.☆82Jun 25, 2026Updated 3 weeks ago
- ☆12Oct 31, 2025Updated 8 months ago
- Code for IFAC 2023☆10Oct 27, 2023Updated 2 years ago
- [DAC2024] Explainable Fuzzy Neural Network with Multi-Fidelity Reinforcement Learning for Micro-Architecture Design Space Exploration☆10Oct 31, 2024Updated last year
- Graph Convolutional Neural Networks for Alzheimer’s Classification with transfer learning and HPC methods☆12Sep 20, 2021Updated 4 years ago
- A tutorial on making phylogenetic trees in python☆25Dec 8, 2020Updated 5 years ago