Inside Livermore Lab Courses

U.S. Homeland Missile Defense - Room for Expanded Roles

1 review

Explore U.S. homeland missile defense strategies and potential expanded roles with expert Rob Soofer. Gain insights into current systems and future developments in national security.

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

Machine-Precision Neural Networks for Multiscale Dynamics

Discover how multi-stage neural networks can achieve machine-precision accuracy in scientific predictions, addressing spectral bias and improving deep learning applications in multiscale physics problems.

• YouTube
• 1 hour 9 minutes
• On-Demand
• Free Video

Level-Set Topology Optimization with PDE Generated Conformal Meshes

Explore advanced level-set topology optimization techniques using PDE-based approaches for multi-material design problems, featuring MFEM's high-order mathematical framework for efficient scientific simulations.

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

Hybridization of Convection-Diffusion Systems in MFEM

Explore advanced hybridization techniques for convection-diffusion systems using MFEM's framework, focusing on efficient computational solutions and practical implementation methods.

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

Sparse, Approximate Quadrature for Acceleration of Isogeometric Analysis and ROMs

Explore advanced numerical integration techniques for accelerating isogeometric analysis and reduced order models through sparse quadrature methods in finite element computations.

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

Mitigating Rays-Effect in Phase-Space Advection with Matrix-Free High-Dimensional DG Methods

Discover a novel matrix-free discontinuous Galerkin approach for mitigating rays-effect in phase-space advection, optimizing deterministic transport simulations through advanced coordinate transformations and efficient computation.

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

Interpolation at Arbitrary Points in High-Order Meshes on GPUs

Discover advanced techniques for arbitrary point interpolation in high-order mesh computations, focusing on GPU optimization and parallel processing for efficient scientific simulations.

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

Automatic Parameter Sensitivities in Serac for Engineering Applications

Discover how to leverage automatic parameter sensitivities in Serac for engineering applications, featuring robust nonlinear solvers, coupled thermal-mechanics, and differentiable material models for optimization workflows.

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

General AI Safety - The Development of Beneficial Artificial Intelligence

Delve into Stuart Russell's expert analysis of artificial general intelligence (AGI), exploring its potential implications, risks, and the crucial need for developing provably beneficial AI systems.

• YouTube
• 1 hour 33 minutes
• On-Demand
• Free Video

Data-Driven Techniques for Analysis of Turbulent Flows

Explore data-driven techniques for analyzing turbulent flows, including SPOD extensions, gappy-data reconstruction, and bispectral mode decomposition. Gain insights into coherent structures and nonlinear interactions in fluid dynamics.

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

Model Reduction via Optimization of Projection Operators and Reduced-Order Dynamics

Explore non-intrusive methods for computing reduced-order models, focusing on systems with large-amplitude transient growth. Learn techniques to identify oblique projection operators and reduced-order dynamics from data.

• YouTube
• 1 hour 2 minutes
• On-Demand
• Free Video

Flux: A Flexible Resource Management Framework for HPC Systems - Tutorials 2024

Explore Flux, a flexible resource management framework for HPC systems, through hands-on demonstrations and practical applications.

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

New Avenues in Computational Fluid Dynamics

Explore cutting-edge developments in high-order spectral element solvers for computational fluid dynamics, including multiphysics simulations and machine learning integration.

• YouTube
• 1 hour 2 minutes
• On-Demand
• Free Video

Mesh Generation and Adaptation Using Green AI

Explore AI-driven mesh generation for efficient simulations, optimizing design processes and reducing environmental impact in computational fluid dynamics and finite element analysis.

• YouTube
• 1 hour 7 minutes
• On-Demand
• Free Video

Ontologies, Graph Deep Learning, and AI in Materials Science

Explore ontologies, graph deep learning, and AI in materials science, focusing on advanced manufacturing and synchrotron science. Learn about innovative approaches for multimodal analysis and decision-making.

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