Institute for Pure & Applied Mathematics (IPAM) Courses

Progress Towards Machine Learning Phasing for Bragg Coherent Diffractive Imaging

Explores machine learning approaches for solving the phase problem in Bragg Coherent Diffractive Imaging, discussing current methods, challenges, and potential ML solutions for 2D and 3D data inversion.

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

Coherent X-Ray Imaging - How Big Can We Go Small?

Explore coherent x-ray imaging techniques, focusing on ptychography, and their potential for nanoscale imaging of large specimens. Discover approaches and imaging times for studying millimeter to centimeter-sized samples with nanometer resolution.

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

Autonomous Discovery for Separation Sciences - IPAM at UCLA

Explore innovative approaches to accelerate f-element separation science design using data science and automation techniques, addressing challenges in rare earth and actinide separation for clean energy and nuclear fuel applications.

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

Visualization and Analysis of HPC Simulation Data with VisIt

Explore HPC simulation data visualization using VisIt software, focusing on techniques for analyzing large-scale scientific datasets in high-performance computing environments.

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

Packaging Scientific Software with Conda-Forge - IPAM at UCLA

Explore scientific software packaging using Conda-Forge with Jan Janssen from Los Alamos National Laboratory, focusing on co-design for exascale computing and hackathon applications.

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

Introduction to Containers on Perlmutter - IPAM at UCLA

Explore containerization on Perlmutter supercomputer, focusing on implementation, benefits, and practical applications in high-performance computing environments.

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

Quantum Algorithms for Dynamics Simulation - Hamiltonian Simulation & General Differential

Explore quantum algorithms for simulating dynamics, focusing on Hamiltonian simulation and differential equations in this comprehensive tutorial by Duke University's Di Fang.

• YouTube
• 1 hour 12 minutes
• On-Demand
• Free Video

Quantum Simulation with Noisy Intermediate-Scale Quantum Processors

Explore advanced quantum simulation techniques using noisy intermediate-scale quantum processors, focusing on cutting-edge developments and practical applications in computational quantum physics.

• YouTube
• 1 hour 8 minutes
• On-Demand
• Free Video

Quantum Simulation with Noisy Intermediate-Scale Quantum Processors

Explore quantum simulation using noisy intermediate-scale quantum processors in this comprehensive tutorial by Google's Pedram Roushan, covering key concepts and challenges in the field.

• YouTube
• 1 hour 11 minutes
• On-Demand
• Free Video

Quantum Algorithms for Dynamics Simulation - Differential Equations - IPAM at UCLA

Explore quantum algorithms for simulating dynamics and solving differential equations, focusing on mathematical and computational challenges in quantum computing.

• YouTube
• 1 hour 16 minutes
• On-Demand
• Free Video

Classical ML for Quantum Problems - IPAM at UCLA

Explore classical machine learning applications in quantum computing, focusing on solving quantum problems and advancing quantum technologies.

• YouTube
• 1 hour 19 minutes
• On-Demand
• Free Video

Learning Theory in the Quantum Universe - IPAM at UCLA

Explore quantum learning theory with Google Quantum AI expert Hsin-Yuan Huang. Discover mathematical challenges and computational advancements in quantum computing through this insightful presentation.

• YouTube
• 1 hour 14 minutes
• On-Demand
• Free Video

Introduction to Quantum Cellular Automata

Explore quantum cellular automata: fundamental concepts, applications, and connections to topological phases of matter in this comprehensive lecture by Microsoft Research expert.

• YouTube
• 1 hour 11 minutes
• On-Demand
• Free Video

Symmetry Protected Topological Phases - IPAM at UCLA

Explore symmetry protected topological phases in 1D, 2D, and 3D through examples and models. Understand their relation to group cohomology in this comprehensive lecture by Xie Chen.

• YouTube
• 1 hour 31 minutes
• On-Demand
• Free Video

The Universe from a Single Particle - IPAM at UCLA

Explore the mathematical foundations of topological phases of matter and their implications for understanding the universe through a single particle perspective.

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