Nonlinear Dynamics Courses and Certifications

International Centre for Theoretical Sciences

Dynamics of Biological Systems - Lecture 7

Explore biological dynamics using physics principles. Learn to model predator-prey oscillations, ecosystem chaos, and microbial swimming. Gain insights into species competition, population changes, and collective behavior in fluids.

• YouTube
• 1 hour 43 minutes
• On-Demand
• Free Video

NCCR SwissMAP

KAM Tori for the Nonlinear Klein-Gordon Equation in the Non-Relativistic Limit

Explore effective theories in classical and quantum particle systems, focusing on KAM tori for the Nonlinear Klein Gordon equation in the non-relativistic limit.

• YouTube
• 1 hour 2 minutes
• On-Demand
• Free Video

Erwin Schrödinger International Institute for Mathematics and Physics (ESI)

Nonlinear Dynamics Insights into Golden Tides in the Caribbean Sea

Explore nonlinear dynamics of Sargassum transport in the Caribbean Sea, examining mesoscale eddies as carriers and mechanisms of coastal inundation using satellite data and minimal models.

• YouTube
• 35 minutes
• On-Demand
• Free Video

Underactuated Robotics - Spring 2009

This course discusses nonlinear dynamics and control of underactuated mechanical systems, with an emphasis on machine learning methods.

• YouTube
• 1 day 4 hours
• On-Demand
• Free Video

Microcredential

Spacecraft Formation Relative Orbits

Explore spacecraft relative orbits for missions like docking, debris mitigation, and space assembly. Learn equations of motion, analytical solutions, J2 perturbations, and nonlinear control for advanced relative orbit applications.

• Coursera
• On-Demand
• Paid Course
• 3 courses

Biological Engineering: Cellular Design Principles

Explore established and emerging cellular design principles and learn how cells function as the basis for cellular engineering.

• edX
• 7 weeks, 2-3 hours a week
• On-Demand
• Free Online Course (Audit)

Ross Dynamics Lab

Bifurcation Theory - Saddle-Node, Hopf, Transcritical, Pitchfork

2 reviews

Explore saddle-node, transcritical, pitchfork, and Hopf bifurcations in dynamical systems. Learn how these phenomena affect phase portraits and system behavior as parameters change.

• YouTube
• 1 hour 17 minutes
• On-Demand
• Free Video

NPTEL;  IIT Madras

Topics in Nonlinear Dynamics

Explore nonlinear dynamics through critical points, Hamiltonian systems, bifurcations, limit cycles, discrete-time dynamics, and stochastic processes. Gain insights into complex system behaviors and analysis techniques.

• YouTube
• 1 day 5 hours
• On-Demand
• Free Video

NPTEL;  IIT Madras

Topics in Nonlinear Dynamics

This is a basic course in classical mechanics at the senior undergraduate/ master's level. It covers the standard topics in this subject, including the Lagrangian and Hamiltonian formalisms. It also places the subject in the broader context of classical…

• YouTube
• 1 day 5 hours
• On-Demand
• Free Video

Nonlinear Dynamics and Chaos

Explore nonlinear dynamics and chaos through analytical methods, examples, and applications in physics, biology, and engineering. Develop mathematical theory and gain insights into complex systems behavior.

• YouTube
• 1 day 6 hours
• On-Demand
• Free Video

Nonlinear Dynamics: Mathematical and Computational Approaches (Spring 2023)

About the Course: This course provides a broad introduction to the field of nonlinear dynamics, focusing both on the mathematics and the computational tools that are so important in the study of chaotic systems. The course is aimed at students who have…

• Complexity Explorer
• Finished
• Free Online Course

Nonlinear Dynamics: Mathematical and Computational Approaches

About the Course: This course provides a broad introduction to the field of nonlinear dynamics, focusing both on the mathematics and the computational tools that are so important in the study of chaotic systems. The course is aimed at students who have…

• Complexity Explorer
• Finished
• Free Online Course

Lecture: Epistemological emergence

Exploración del concepto de emergencia epistemológica desde la perspectiva de la ciencia de la complejidad, analizando su importancia en el desarrollo de nuevas características emergentes en sistemas complejos.

• Complexity Explorer
• On-Demand
• Free Online Course

Loss of Self-Organization in Earth's Climate

Análisis de cambios en la autorregulación del clima terrestre mediante herramientas de sistemas complejos, comparando datos de temperatura global con el modelo Daisyworld.

• YouTube
• 58 minutes
• On-Demand
• Free Video

The Thermodynamics of Communication - Exploring Energy and Information Limits

Exploring the fundamental relationship between energy, information, and matter in communication processes. Discusses nonlinear dynamics of communication channels and their implications for collective intelligence and limits to human knowledge.

• YouTube
• 1 hour 7 minutes
• On-Demand
• Free Video