Complex Systems Courses and Certifications

Instituto de Física Interdisciplinar y Sistemas Complejos (IFISC)

Metaplex Networks: Influence of Exo-Endo Structure on Diffusion in Complex Systems

Explore super diffusion in complex systems, focusing on metaplex networks and their impact on diffusion processes through fractional modeling and real-world examples.

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

Instituto de Física Interdisciplinar y Sistemas Complejos (IFISC)

Social Norms: Second Order Emergence in Complex Social Systems - Lecture

Explore second-order emergence in complex social systems and the role of social norms through an in-depth analysis of collective behavior dynamics.

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

Instituto de Física Interdisciplinar y Sistemas Complejos (IFISC)

Sampling Rare Trajectories in Complex Systems

Explore advanced techniques for sampling rare trajectories in complex systems, enhancing understanding of critical events and system behavior.

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

Erwin Schrödinger International Institute for Mathematics and Physics (ESI)

On the Origin of Fat Tailed Distribution Functions in Driven Complex Systems

Explore the origin of fat-tailed distributions in driven complex systems through sample space reducing processes, offering insights into various statistical phenomena and their applications.

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

International Centre for Theoretical Sciences

Dynamical Processes in Complex Systems and Wicked Problems

Explore dynamical processes in complex systems and wicked problems in this talk from the 10th Indian Statistical Physics Community Meeting, covering interdisciplinary approaches to challenging system dynamics.

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

Instituto de Física Interdisciplinar y Sistemas Complejos (IFISC)

The 28th April Blackout: Background on Power-Grid Dynamics from a Complex-Systems Perspective

Delve into power-grid dynamics from a complex-systems perspective, examining the 28th April blackout and understanding the interdisciplinary physics behind electrical grid failures.

• YouTube
• 1 hour 37 minutes
• On-Demand
• Free Video

CLEA, Free University of Brussels (VUB)

Rethinking Required - Complex Systems are a Barrier to Human Progress

Explore how complex systems hinder human progress and discover new approaches to managing complexity in science, economics, and environmental challenges.

• YouTube
• 1 hour 12 minutes
• On-Demand
• Free Video

ICTP-SAIFR

Critical Transitions in Complex Dynamical Systems: Theory and Implications for Neuroscience - Class 4

Explore critical transitions in complex dynamical systems, focusing on theoretical frameworks and their applications in neuroscience and network synchronization patterns.

• YouTube
• 1 hour 36 minutes
• On-Demand
• Free Video

Applied Algebraic Topology Network

Renormalization and Higher-Order Interactions: Bridging Structure and Dynamics in Complex Systems

Explore advanced renormalization techniques and their application to higher-order interactions in complex systems, focusing on network theory and collective dynamics in hierarchical structures.

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

Centrum Fizyki Teoretycznej PAN

Of Humans, Societies and Other Complex Systems

Explore the convergence of natural and social sciences through complex systems theory, agent-based modeling, and multi-level analysis of human communities and societies.

• YouTube
• 1 hour 1 minute
• On-Demand
• Free Video

Harvard CMSA

Learning the Effective Dynamics of Complex Systems

Explore advanced mathematical approaches for understanding and predicting complex system behaviors through machine learning and dynamic modeling techniques.

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

Conf42

Optimizing IT Performance in Complex Systems

Explore advanced strategies for managing and optimizing IT system performance while navigating complex infrastructures, user demands, and resource constraints.

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

Introduction to Complexity

Explore tools for understanding complex systems, including dynamics, chaos, fractals, and networks. Learn how complexity arises in nature, society, and technology through hands-on approaches.

• Complexity Explorer
• On-Demand
• Free Online Course

Lecture: What is Complexity?

Explore the concept of complexity with SFI President David Krakauer, delving into the evolution of intelligence and information processing mechanisms across genetic, neural, linguistic, social, and cultural domains.

• Complexity Explorer
• On-Demand
• Free Online Course

Journal Club

Explore complex systems through summaries of recent publications, chosen by Santa Fe Institute researchers. Dive into social learning, dynamical systems, and music complexity.

• Complexity Explorer
• On-Demand
• Free Online Course