Control Systems Courses

Inside Livermore Lab

Data-Driven Modeling of Unknown Systems with Deep Neural Networks

Explore data-driven modeling of unknown systems using deep neural networks. Learn to discover and approximate evolution operators for predictive analysis across various problem domains.

• YouTube
• 1 hour 15 minutes
• Self-Paced
• Free Video

Inside Livermore Lab

Physics-based AI-assisted Design and Control in Flexible Manufacturing

Explore physics-based AI for flexible manufacturing, focusing on metal powder additive and rapid dieless forming. Learn to integrate process mechanics, control, and machine learning for effective material behavior prediction and in-situ control.

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

Inside Livermore Lab

Differentiable Programming for Modeling and Control of Dynamical Systems

Explore differentiable programming for optimal control of dynamical systems, focusing on differentiable predictive control and its applications in building control and power systems optimization.

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

Montreal Robotics

Engineering AI Systems and AI for Engineering: Compositionality and Physics in Learning

Explore compositional AI system design and physics-integrated learning algorithms for robotics and autonomy. Discover methodologies for reliable deployment and rapid hardware control implementation.

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

Montreal Robotics

Foundational Models for Robot Control

Explore recent advancements in using large pretrained networks for robot control, from basic concepts to practical applications in robotics research.

• YouTube
• 1 hour 39 minutes
• Self-Paced
• Free Video

Montreal Robotics

RT-2: Vision-Language-Action Models Transfer Web Knowledge to Robotic Control

Explore vision-language-action models for robotic control, enhancing generalization and semantic reasoning through Internet-scale data integration and end-to-end training.

• YouTube
• 1 hour 11 minutes
• Self-Paced
• Free Video

Montreal Robotics

Hierarchical Perspective on Robotic Control

Explore hierarchical control strategies for complex robotic systems, focusing on dynamically stable behaviors in 3D hopping and planar bipedal robots. Learn about geometric and nonlinear control in hierarchical architectures.

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

Cambridge Materials

Simulating Thousands of Atoms Using Linear Scaling BigDFT - Applications in Large-Scale Quantum Systems

Explore linear-scaling DFT for simulating thousands of atoms using BigDFT. Learn about localized support functions, fragment approaches, and applications in large-scale quantum simulations.

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

Cloud Native Summit

Observability as a Journey - From Traditional Monitoring to Cloud-Native Systems

Explore the evolution of observability in cloud-native systems and its challenges as companies transition to microservices architectures.

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

Cloud Native Indonesia

Top 10 Metrics for Observing Kubernetes and Related Systems

Discover key metrics for effective Kubernetes monitoring, including surrounding technologies. Gain insights to optimize cluster performance and troubleshoot issues efficiently.

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

CIMPA UCR

Multivariate Control Chart with Guaranteed IC Performance and Cautious Parameter Learning

Explore multivariate control charts with guaranteed IC performance and cautious parameter learning in this seminar by Dr. Arturo Díaz.

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

BIMSA

Measurement Induced Criticality in Monitored Quantum Systems

Explore measurement-induced criticality in quantum systems, examining non-local impacts of quantum collapse and novel collective effects. Learn about experimental challenges and innovative diagnostic approaches.

• YouTube
• 1 hour 15 minutes
• Self-Paced
• Free Video

BIMSA

Construction of Solution Landscape for Complex Systems

Explore the novel "Solution Landscape" concept and its applications in complex systems, including nematic liquid crystals, crystalline phases, and Bose-Einstein condensates.

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

BIMSA

Curvature-Homogeneous Riemannian 3-Manifolds and Integrable Systems

Explore curvature-homogeneous Riemannian 3-manifolds, surveying known examples and recent discoveries. Delve into connections with integrable systems, particularly Toda lattices, to construct new explicit examples.

• YouTube
• 1 hour 8 minutes
• Self-Paced
• Free Video

BIMSA

Integrated Optical Communication and Distributed Sensing Systems

Explore integrated optical communication and distributed sensing systems, their applications, and potential for enhancing network reliability and environmental monitoring.

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