Dynamical Systems & Chaos Courses and Certifications

非线性控制理论

掌握非线性控制系统的基本理论与分析方法，培养解决实际工程中非线性控制问题的能力，涵盖Lyapunov稳定性、反馈线性化、滑模控制等核心内容。

• XuetangX
• Self-Paced
• Free Online Course

复杂网络与动力系统

探索复杂网络理论与传染病动力学建模，掌握网络拓扑结构分析、异构网络特性及生物系统应用的核心技术。

• XuetangX
• Self-Paced
• Free Online Course

Simulation and modeling of natural processes

413 ratings at Coursera

Explore modeling methods and simulation tools for natural phenomena, from fluid motion to population evolution. Learn to create programs solving simple problems using various methodologies.

• Coursera
• 23 hours 8 minutes
• Self-Paced
• Paid Course

Control of Nonlinear Spacecraft Attitude Motion

71 ratings at Coursera

Develop skills to program spacecraft orientation and achieve precise aiming in 3D space. Learn nonlinear stability, Lyapunov theory, and 3-axis attitude control for advanced spacecraft maneuvering.

• Coursera
• 1 day 7 hours 28 minutes
• Self-Paced
• Paid Course

Modeling of Autonomous Systems

23 ratings at Coursera

Explore core structures, modeling frameworks, and interconnections in autonomous systems. Learn to represent and analyze complex systems using formal methods and state-space models.

• Coursera
• 9 hours 15 minutes
• Self-Paced
• Paid Course

Kalman Filter Boot Camp (and State Estimation)

26 ratings at Coursera

Explore Kalman filters for state estimation in dynamic systems, covering theory, implementation in Octave, and practical applications. Gain hands-on experience with this powerful tool for solving complex estimation problems.

• Coursera
• 22 hours 5 minutes
• Self-Paced
• Paid Course

Nonlinear Kalman Filters (and Parameter Estimation)

Explore advanced nonlinear Kalman filtering techniques for state estimation, including extended and sigma-point filters. Learn implementation, comparison, and parameter estimation for complex dynamic systems.

• Coursera
• 21 hours 7 minutes
• Self-Paced
• Paid Course

MathWorks

Modeling and Simulation with Simulink

66 ratings at Coursera

Master dynamic system modeling and simulation using Simulink's block diagram environment. Create, test, and optimize engineering designs across multiple domains while gaining practical experience in system analysis and control.

• Coursera
• 10 hours 29 minutes
• Self-Paced
• Paid Course

MathWorks

Designing and Simulating Physical Models

13 ratings at Coursera

Master physical system modeling and simulation using Simscape and Simulink, creating dynamic models for automotive, aerospace, and robotics applications through hands-on projects with industry-standard tools.

• Coursera
• 8 hours 4 minutes
• Self-Paced
• Paid Course

Instituto de Matemática Pura e Aplicada

Sistemas Dinâmicos e Teoria Ergódica - 15/12/2022

Explore sistemas dinâmicos e teoria ergódica com foco em equações homogêneas, estrutura hermitiana, entropia positiva e teoria da representação.

• YouTube
• 49 minutes
• Self-Paced
• Free Video

Instituto de Matemática Pura e Aplicada

Renormalization of Unicritical Diffeomorphisms of the Disk

Explore renormalization of unicritical disk diffeos, focusing on infinitely renormalizable Henon maps and their convergence to unimodal maps. Gain insights into Pesin theory and critical orbits in higher dimensions.

• YouTube
• 1 hour 39 minutes
• Self-Paced
• Free Video

Instituto de Matemática Pura e Aplicada

Dynamics of Smooth Chaotic Surface Diffeomorphisms - 34th CBM Plenary Lecture

Explore a palestra sobre dinâmica de difeomorfismos caóticos suaves em superfícies, apresentada por Omri Sarig no 34º Colóquio Brasileiro de Matemática.

• YouTube
• 1 hour 2 minutes
• Self-Paced
• Free Video

Matlab, Simulink and Stateflow

837 ratings at Udemy

Master Matlab, Simulink, and Stateflow fundamentals for model-based design, dynamical system simulation, and state machine development. Progress from basic scripting to advanced control systems and reactive system design.

• Udemy
• 14 hours 15 minutes
• Self-Paced
• Paid Course

Data Fusion with Linear Kalman Filter

791 ratings at Udemy

Master data fusion and Kalman filtering techniques through hands-on Python implementation, from probability fundamentals to optimal estimation, enabling you to solve complex dynamic system challenges in engineering and technology.

• Udemy
• 5 hours 25 minutes
• Self-Paced
• Paid Course

Centre International de Rencontres Mathématiques

Symbolic Dynamics and Representations of Matrices

Explorez la dynamique symbolique et les représentations matricielles dans cette conférence mathématique approfondie de 50 minutes.

• YouTube
• 50 minutes
• Self-Paced
• Free Video