Control Systems Courses

Institut des Hautes Etudes Scientifiques (IHES)

Systems with Coulomb Interactions: Mean-Field Limits and Statistical Mechanics - Lecture 3

Explore large particle systems with Coulomb repulsion, covering mean-field dynamics and statistical mechanics using modulated energy and free energy expansion approaches.

• YouTube
• 2 hours 2 minutes
• Self-Paced
• Free Video

Institut des Hautes Etudes Scientifiques (IHES)

Systems with Coulomb Interactions: Mean-Field Limits and Statistical Mechanics - Lecture 2

Explore Coulomb-type repulsion in large particle systems, covering mean-field dynamics and statistical mechanics with focus on free energy expansion and fluctuations.

• YouTube
• 1 hour 54 minutes
• Self-Paced
• Free Video

Institut des Hautes Etudes Scientifiques (IHES)

Systems with Coulomb Interactions: Mean-Field Limits and Statistical Mechanics - Lecture 1

Explore large particle systems with Coulomb repulsion, examining mean-field dynamics and statistical mechanics using modulated energy approaches and free energy expansions.

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

Institut des Hautes Etudes Scientifiques (IHES)

Categorification of Rule Algebras in Compositional Rewriting Systems

Explore a novel approach to formalizing operations in compositional rewriting systems, focusing on double categories and presheaf calculus for counting rewrite realizations.

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

Institut Henri Poincaré

Fractional Quantum Hall Effect in Multicomponent Systems: Old and New

Explore the intricacies of fractional quantum Hall effect in multicomponent systems, covering both established and emerging concepts in quantum physics.

• YouTube
• 1 hour 33 minutes
• Self-Paced
• Free Video

Institut Henri Poincaré

Metrology and Metastability in Quantum Input-Output Systems

Explore quantum metrology and metastability in input-output systems, focusing on parameter estimation, continuous measurements, and precision limits for open quantum dynamics.

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

Institut Henri Poincaré

Toward Prediction and Control of Microbial Evolution: Analysis of Phenotypic Constraints in Laboratory Evolution

Analyze phenotypic constraints in laboratory evolution to predict and control microbial evolution, focusing on research from the University of Tokyo.

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

Institut Henri Poincaré

Eco-evolutionary Dynamics, Hyper-diversity and Frequency-dependent Selection in Host-parasite Systems

Explore eco-evolutionary dynamics and frequency-dependent selection in host-parasite systems, focusing on hyper-diversity and its implications.

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

Institut Henri Poincaré

Control of Molecular Evolution

Explore molecular evolution control mechanisms and their impact on genetic diversity and adaptation in populations.

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

Institut Henri Poincaré

Noise-Driven Bifurcations in Neural Field Systems Modeling Grid Cell Networks

Explore noise-driven bifurcations in neural field systems, focusing on grid cell network modeling and their implications for spatial navigation.

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

Institut Henri Poincaré

Nonlocal Cahn-Hilliard-Hele-Shaw Systems

Explore nonlocal Cahn-Hilliard-Hele-Shaw systems in fluid dynamics, focusing on well-posedness, regularity, and comparisons with similar models. Gain insights into applications in porous media and tumor growth modeling.

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

Anyscale

Deploying Ray Cluster on an Air-Gapped Kubernetes Cluster with Tight Security Control - Challenges and Solutions

Deploy Ray Cluster on air-gapped Kubernetes with tight security. Configure GCS for fault tolerance, set probes for high availability, overcome network policy challenges, and build encrypted TLS connections for compliance.

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

Anyscale

Large Scale Pathways Recommender Systems (PaRS) at Verizon

Explore Verizon's innovative multi-task learning recommender system, PaRS, leveraging Ray ecosystem to enhance customer experience through deep learning and efficient large-scale model training.

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

Anyscale

Ray/RLLib-Empowered Reinforcement Learning Based Recommender Systems in NetEase Game

Explore how Ray/RLLib enhances reinforcement learning-based recommender systems in NetEase Games, improving user experience and profitability. Learn about the open-source RL4RS dataset for training and evaluating RL algorithms.

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

Anyscale

Gearing Up for FIFA 2022 Using RLlib-Powered Traffic Control

Optimize traffic control for FIFA 2022 using RLlib-powered multi-agent reinforcement learning, microsimulation, and Graph Convolutional Networks for congestion management in Qatar.

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