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 10 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:
- ☆17Oct 24, 2026Updated last week
- pyHamSys is a Python package for scientific computations involving Hamiltonian systems☆15May 26, 2026Updated 5 months ago
- Primary AdvEMDpy repository.☆13Jan 6, 2024Updated 2 years ago
- A Star Trek inspired slide theme for the Beamer LaTeX document class.☆14Sep 5, 2021Updated 5 years ago
- Repository for Koopman based learning and nonlinear control☆54Dec 8, 2022Updated 3 years ago
- 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.
- Space weather indices for python☆11Jul 2, 2026Updated 3 months ago
- Deep learning assisted dynamic mode decomposition☆19Oct 5, 2021Updated 5 years ago
- The ctrl + elec project aims at developing embedded advanced control strategies for Synchronous motors from surface mounted motors to rel…☆10Oct 7, 2025Updated last year
- 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
- Designing Multi-UAV aided Wireless Powered Dynamic Communication via Hierarchical Deep Reinforcement Learning☆11Jan 29, 2026Updated 9 months ago
- DNN based Koopman autoencoder model☆13Jan 12, 2023Updated 3 years ago
- Train a Long-Short Term Memory neural network to write the Poetry of Tang Dynasty☆11Nov 20, 2018Updated 7 years ago
- Air-quality forecasting in Belgium using Deep Neural Networks, Neuroevolution and distributed Island Transpeciation☆13Nov 15, 2024Updated last year
- [CDC'22] Robust Output Feedback MPC with Reduced Conservatism under Ellipsoidal Uncertainty☆11Jan 25, 2023Updated 3 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.
- ☆10Mar 8, 2023Updated 3 years ago
- Aerospace engineering research in Matlab☆10Dec 7, 2022Updated 3 years ago
- MPC control for the SpaceX Dragon spacecraft as it rendezvous with the ISS.☆12May 8, 2023Updated 3 years ago
- Intuitionistic Fuzzy Broad Learning System: Enhancing Robustness Against Noise and Outliers☆12Oct 26, 2025Updated last year
- ☆13Jun 11, 2024Updated 2 years ago
- 🌌 Applications of Physics-Informed ML: A collection of notebooks from my Masters research, exploring how machine learning can solve scie…☆12Apr 29, 2026Updated 6 months ago
- A 3D-Printed Raman Spectroscopy Optical Assembly☆27Jul 7, 2026Updated 3 months ago
- AutoKoopman - automated Koopman operator methods for data-driven dynamical systems analysis and control.☆85May 7, 2024Updated 2 years ago
- Indicators of Compromise & Attack (IoC/IoA) of InfoSec Security Investigations & Researches.☆12May 11, 2025Updated last year
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- ☆12Jun 4, 2024Updated 2 years ago
- ☆10May 23, 2022Updated 4 years ago
- Code for CDC2022 submission☆11Sep 1, 2025Updated last year
- PICSP - (Particle-in-Cell Simulation of Plasma) is an open-source scientific program for simulating plasmas using the Particle-In-Cell (P…☆16Oct 21, 2026Updated last week
- This is the code for "Neural Network Reconstruction of Plasma Space-Time" by C.Bard and J.Dorelli (DOI: 10.3389/fspas.2021.732275). It is…☆14Oct 6, 2021Updated 5 years ago
- This repository combines visual srvoing projected to a null space operator and Nonlinear Model Predictive Control (NMPC). The controller …☆11Jun 21, 2026Updated 4 months ago
- [ICML 2022] Learning Efficient and Robust Ordinary Differential \\ Equations via Invertible Neural Networks☆11Apr 14, 2023Updated 3 years ago
- 该资源是安全和AI论文相关会议和期刊汇 总，希望对您有所帮助~☆11Jan 6, 2021Updated 5 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
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- ☆10Jan 3, 2024Updated 2 years ago
- Tube-Based Zonotopic Data Driven Predictive Control☆12Nov 23, 2022Updated 3 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
- A Python package to learn the Koopman operator.☆84Jun 25, 2026Updated 4 months ago
- R2Plus1D MXNet Implementation☆11Jul 11, 2018Updated 8 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 2 years ago
- ☆11Apr 12, 2022Updated 4 years ago