Inside Livermore Lab Courses

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

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

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

Infinite Dimensional Optimization for Scientific Machine Learning

Explore advanced optimization techniques in scientific machine learning, focusing on infinite-dimensional perspectives and the "first optimize, then discretize" paradigm for neural network applications.

• YouTube
• 51 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

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
• On-Demand
• 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
• On-Demand
• 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
• On-Demand
• Free Video

Palace: Parallel Large-scale Computational Electromagnetics - MFEM Workshop 2023

Explore Palace, a parallel finite element code for full-wave electromagnetics simulations, and its capabilities for large-scale 3D modeling in quantum computing hardware design.

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

The State of MFEM - Workshop 2023

Explore MFEM's key capabilities, recent developments, and future directions in high-order finite element methods for scientific simulations.

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

Elliptic PDE Learning: Provably Data-Efficient Techniques

Explore data-efficient PDE learning techniques, combining deep learning with physics and mathematics to discover properties of unknown physical systems from limited experimental data.

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