Computational Fluid Dynamics Courses

Symmetry and Collective Dynamics - Noether's Theorem and Conservation Laws

Explore Emmy Noether's theorem and its impact on theoretical physics, focusing on symmetry transformations and their role in expressing collective dynamics and conservation laws.

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

Computational Tools for Biology: Sandboxes to Think and Play With

Explore computational tools for biology, focusing on Gelbox - a simulation for teaching gel electrophoresis. Learn about DNA nanotechnology, science communication, and the power of interactive simulations in research and education.

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

Complex Systems and the Brain: From Networks to Dynamics and Function

Explore complex systems in neuroscience, from network analysis to brain dynamics. Learn about connectomics, brain mapping techniques, and models of functional connectivity across various species.

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

The Dynamics of Genomic Sequence Evolution in 40 Adapting Budding Yeast Populations - 2013

Explore genomic sequence evolution in adapting budding yeast populations, uncovering insights into evolutionary dynamics and genetic adaptation mechanisms.

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

Effective Theories for Computational Systems - Lecture 2

Explore effective theories for computational systems, covering aggregation, finite state machines, regular languages, and emergence in complex systems modeling.

• YouTube
• 1 hour 20 minutes
• Self-Paced
• Free Video

Measuring Social Networks for Disease and Health Behavior Dynamics

Explore innovative methods for analyzing social networks to understand disease spread and health behaviors, with insights from cutting-edge research in network science and epidemiology.

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

Revealing Patterns in the Longue Durée - Native American Population Dynamics

Exploring long-term patterns in Native American history, focusing on population changes, agriculture, conflict, and cultural exchange in the American Southwest.

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

Stochastic Learning Dynamics and Generalization in Neural Networks

Explore stochastic learning dynamics and generalization in neural networks, uncovering key insights into their behavior and performance in various applications.

• YouTube
• 1 hour 6 minutes
• Self-Paced
• Free Video

Large Language Models and the Changing Face of Computational Linguistics

Explore the impact of Large Language Models on computational linguistics, discussing their transformative effects and future implications for language processing and understanding.

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

Nonlinear Dynamics of Beliefs over Social Networks

Explore how social networks, internal biases, and belief systems shape group dynamics and decision-making in complex social environments.

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

Topology Shapes Dynamics of Higher-order Networks

Exploring how higher-order network interactions influence non-linear dynamics, synchronization, and percolation in complex systems like brain networks and climate patterns.

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

Early Warning Signals for Dynamics on Networks

Explore early warning signals for network dynamics, uncovering predictive indicators and their applications in complex systems analysis.

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

Arbitrage Equilibrium and the Invisible Hand in Self-organizing Dynamics of Biological Systems

Explore how economic concepts like arbitrage apply to biological systems. Learn about a novel game-theoretic framework integrating survival-driven behavior with statistical mechanics in active matter systems.

• YouTube
• 1 hour 4 minutes
• Self-Paced
• Free Video

A Visual Approach to Nonlinear Dynamics

Discover how simple rules create complex behaviors through animated visuals exploring fixed points, bifurcations, chaos, and strange attractors in physical and biological systems.

• Complexity Explorer
• Self-Paced
• Free Certificate

From Proof of Work to Proof of Theorems - Bayesian Revolution and Computational Complexity

Explore how Bayesian theory revolutionized cognitive science and AI, examining computational complexity, cryptography, and theorem proving in relation to mental processing and belief systems.

• YouTube
• 1 hour 3 minutes
• Self-Paced
• Free Video