Control Systems Courses

Fields Institute

Neural SDEs, Deep Learning and Stochastic Control

Explore neural SDEs, deep learning, and stochastic control in finance, covering optimal transport, neural networks, calibration, and simulations with practical applications.

• YouTube
• 1 hour 8 minutes
• On-Demand
• Free Video

Fields Institute

Data-Driven Discovery of Linear Dynamical Systems Over Graphs via Dynamical Sampling

Explore linear dynamical systems on graphs through data-driven discovery, focusing on efficient recovery of missing information and optimal sampling strategies for graph signal processing.

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

International Centre for Theoretical Sciences

Spin Glasses and Related Systems - Lecture 1

Comprehensive introduction to spin glasses, covering experimental results, frustration, models, and analysis methods. Explores complex magnetic systems and their unique properties.

• YouTube
• 1 hour 34 minutes
• On-Demand
• Free Video

International Centre for Theoretical Sciences

Computational Principles of Sensorimotor Control - Lecture 1

Explore computational principles of sensorimotor control, including optimal feedback control, state estimation, motor learning, and Bayesian decision theory in human movement and robotics.

• YouTube
• 1 hour 25 minutes
• On-Demand
• Free Video

International Centre for Theoretical Sciences

Ergodicity Breaking in Quantum Many-Body Systems

Explore ergodicity breaking in quantum systems, focusing on many-body localization and measurement-induced transitions. Gain insights into non-ergodic behavior and entanglement dynamics.

• YouTube
• 2 hours
• On-Demand
• Free Video

International Centre for Theoretical Sciences

Active Processes in Cells and Tissues - Phase Separation in Active Systems - Lecture 2

Explore phase separation in active cellular systems, focusing on droplet physics, centrosome dynamics, and RNA-protein assemblies. Learn how these processes drive cellular organization and morphogenesis.

• YouTube
• 1 hour 46 minutes
• On-Demand
• Free Video

International Centre for Theoretical Sciences

Dynamical Systems Biology of Cancer Metastasis by Mohit Kumar Jolly

Explore cancer metastasis through systems biology, focusing on EMT/MET processes, hybrid cell states, and their clinical implications. Gain insights into cellular plasticity and tumor progression mechanisms.

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

International Centre for Theoretical Sciences

Mathematical and Statistical Modelling in the Fight to Control Tuberculosis by Emma McBryde

Exploring mathematical models to combat tuberculosis, from basic concepts to advanced simulations. Insights on disease dynamics, latency, mortality, and regional applications in the Asia Pacific.

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

International Centre for Theoretical Sciences

Phase Transitions in Hard-Core Systems - Lecture 1

Explore phase transitions in hard-core systems, from basic concepts to advanced topics like fluid-solid transitions in hard spheres and phase changes in long rods. Includes theoretical foundations and computational approaches.

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

International Centre for Theoretical Sciences

Where Does the Statistics of Complex Systems Come From?

Explore the origins of complex systems statistics through sample space reducing processes, Zipf's law, and network diffusion. Gain insights into driven non-equilibrium systems and their statistical properties.

• YouTube
• 1 hour 4 minutes
• On-Demand
• Free Video

International Centre for Theoretical Sciences

Forced Integrable Systems - The Case of Sine-Gordon Equation by Vasudeva Murthy

Explore forced integrable systems, focusing on the sine-Gordon equation. Examine its applications in tectonic stress transfer and crack dynamics, with insights on boundary conditions and numerical methods.

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

International Centre for Theoretical Sciences

Finite-Size Effects in Integrable Systems - Lecture 3

Explore finite-size effects, revivals, and conservation laws in integrable systems. Gain insights into macro states, thermodynamic entropy, and the string hypothesis for interacting models.

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

International Centre for Theoretical Sciences

Introduction to Dynamical Systems - Lecture 2

Explore non-smooth dynamical systems, bifurcations, and complex networks. Learn about border collision, switched systems, and applications in engineering and natural phenomena.

• YouTube
• 1 hour 14 minutes
• On-Demand
• Free Video

International Centre for Theoretical Sciences

Introduction to Dynamical Systems - Lecture 1

Explore dynamical systems, from linear ODEs to nonlinear chaos. Learn about equilibrium points, eigenvalues, attractors, and bifurcations. Gain insights into Lorenz systems, Poincaré maps, and iterative methods.

• YouTube
• 1 hour 14 minutes
• On-Demand
• Free Video

International Centre for Theoretical Sciences

Soft and Biological Matter - Introduction to States and Structures in Living Systems - Lecture 1

Explore the intersection of biology and physics, covering topics from molecular evolution to ecology. Learn about physical constraints, evolutionary outcomes, and mathematical models in living systems.

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