Industrial Automation Systems Courses

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
• Self-Paced
• 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
• Self-Paced
• 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
• Self-Paced
• 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
• Self-Paced
• 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
• Self-Paced
• 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
• Self-Paced
• 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
• Self-Paced
• Free Video

International Centre for Theoretical Sciences

Majorana Particle in Condensed Matter Systems by Sankar Das Sarma

Explore Majorana 'particles' in condensed matter systems, covering qubit states, statistics, superconductors, quantum wires, and recent developments in this cutting-edge field of theoretical physics.

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

International Centre for Theoretical Sciences

Tides in Binary Star Systems - Lecture 1

Explore gravitational waves, tides in binary star systems, and multipole moments in this advanced lecture on theoretical astrophysics and gravitational-wave astronomy.

• YouTube
• 1 hour 26 minutes
• Self-Paced
• Free Video

GDC

How to Reduce In-Game Inflation by Monitoring Your Economic Systems

Learn strategies to monitor and control in-game inflation in MMORPGs, focusing on economic systems, currency issuance, item production, and player population dynamics.

• YouTube
• 22 minutes
• Self-Paced
• Conference Talk

GDC

Eos is Alive - The AI Systems of Final Fantasy XV

Explore Final Fantasy XV's innovative AI systems: AI Director, Meta AI, and Animation System. Learn how Square Enix optimized reusability and efficiency in game development.

• YouTube
• 30 minutes
• Self-Paced
• Conference Talk

GDC

Ranking Systems - Elo, TrueSkill and Your Own

Explore the mathematics behind Elo and TrueSkill ranking systems, and learn how to develop your own for various gaming applications. Gain insights into complexity, new player integration, and anti-cheating measures.

• YouTube
• 38 minutes
• Self-Paced
• Conference Talk

The Rockefeller University

The Inside Story - How the Microbiome Influences Communication Between Our Nervous and Immune Systems

Explore the gut-brain axis and its impact on health, covering topics like neuroimmunity, microbiome, food allergies, and oral tolerance, with insights into gastrointestinal pathologies and potential treatments.

• YouTube
• 1 hour 5 minutes
• Self-Paced
• Free Video

IEEE

Extended Reality for Industrial and Occupational Supports

Explore XR applications in industry, focusing on human factors and ergonomics. Discuss current research, challenges, and future directions for integrating XR in occupational tasks.

• YouTube
• 1 hour 11 minutes
• Self-Paced
• Conference Talk

Association for Computing Machinery (ACM)

Human-Centered AI: Challenges and Governance in News Automation

Explore the synthesis of AI and human-centered thinking with experts discussing challenges, governance, and innovation in developing reliable and trustworthy Human-Centered AI systems.

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