Inside Livermore Lab Courses

Structure-Preserving Learning of High-Dimensional Lagrangian and Hamiltonian Systems

Explore structure-preserving learning for high-dimensional Lagrangian and Hamiltonian systems, focusing on reduced-order models in mechanics, robotics, and wave propagation for enhanced stability and predictive accuracy.

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

Predicting Heart Rhythm Disorders from Spatio-Temporal Imaging Data Using AI

Explore AI-driven techniques for predicting heart rhythm disorders using spatio-temporal imaging data, combining fluorescence and ultrasound imaging to overcome diagnostic limitations.

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

Operational Cybersecurity of Distributed Energy Resources Using Optimization, Control Theory, and ML

Explore cybersecurity challenges in distributed energy systems and learn techniques for detecting and mitigating cyber attacks using optimization, control theory, and machine learning.

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

Integrating AI and Wargaming: Opportunities and Challenges

Explore opportunities and challenges of integrating AI into wargaming, enhancing strategic decision-making and scenario analysis for defense and security applications.

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

Quantum Information and Data Science for Modeling Classical Dynamics

Explore quantum information and data science approaches for modeling classical dynamics, focusing on operator-theoretic techniques and their applications in dynamical systems and climate modeling.

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

Homogenized Energy Theory for Solution of Elasticity Problems - MFEM Workshop 2023

Explore homogenized energy theory for solving elasticity problems, addressing limitations in classical continuum mechanics and offering insights into size effects and stress singularities.

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

Implementation of Hybridizable Discontinuous Galerkin Methods - MFEM Workshop 2023

Explore advancements in hybridizable discontinuous Galerkin methods for high-order finite element calculations, featuring flexible implementations for diverse PDEs and applications.

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

Radio-Frequency Wave Simulation in Hot Magnetized Plasma - MFEM Workshop 2023

Explore advanced radio-frequency wave simulation techniques in hot magnetized plasma, focusing on innovative approaches to construct dielectric operators with all-order finite Larmor radius effects.

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

MFEM Workshop 2023 - Recent Developments in Modular Finite Element Methods

Explore recent advancements in MFEM, including GPU optimizations, new mini-apps, and integrations with scientific software libraries for high-order finite element calculations.

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

Deterministic Transport MFEM-Miniapp - MFEM Workshop 2023

Explore high-order phase-space simulations for Boltzmann transport using MFEM's new multidimensional discretization, enhancing fusion energy experiment modeling.

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

Contact Constraint Enforcement Using the Tribol Interface Physics Library - MFEM Workshop 2023

Explore contact constraint enforcement in scientific simulations using Tribol, an open-source library for MFEM. Learn about MPI parallel implementation, Lagrangian methods, and integration with MFEM-based codes.

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

Empowering MFEM Using libCEED - MFEM Workshop 2023

Explore MFEM's enhanced capabilities through libCEED integration, including support for simplices, mixed meshes, and p-adaptivity. Discover performance gains across various HPC architectures.

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

Scalable Design and Optimization with MFEM

Explore scalable design and optimization using MFEM for large-scale scientific simulations. Learn about topology and shape optimization algorithms, gradient-based techniques, and implementation strategies for industrial problems.

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

MFEM Workshop 2023 - Student Lightning Talks Part 1

Explore cutting-edge finite element research through student presentations on topics like µFEA, entropy stabilization, Maxwell's equations, and thermo-mechanical solves using MFEM.

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

MFEM Workshop 2023 - Student Lightning Talks Part 2

Explore cutting-edge research in high-order mathematical calculations for scientific simulations through student presentations on neural networks, GPU acceleration, and Monte Carlo methods.

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