Society for Industrial and Applied Mathematics Courses

Artifact Suppression in X-ray CT Images - SIAM-IS Virtual Seminar

Explore X-ray CT imaging, artifact suppression techniques, and recent advancements in metal and scattering artifact reduction for improved medical and industrial applications.

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

Rational Functions

Explores recent advances in rational approximation theory for numerical computation, focusing on "AAA" and "lightning" algorithms for solving PDEs in complex domains with singularities.

• YouTube
• 59 minutes
• On-Demand
• Conference Talk

Accuracy of Approximation for Portfolio Optimization under Multiscale Stochastic Environment

Explore portfolio optimization with stochastic factors, focusing on approximation accuracy for value functions and strategies in multiscale environments. Covers regular and singular perturbations with various utility functions.

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

Machine Learning - Dynamical, Statistical, and Economic Perspectives

Explore machine learning's decision-making aspects, focusing on statistical and economic challenges in multiple decision-making, scarcity, and competition through dynamical systems perspectives.

• YouTube
• 54 minutes
• On-Demand
• Conference Talk

A Data-driven Market Simulator for Small Data Environments - SIAM FME Virtual Talk

Explore data-driven market simulation using deep learning, focusing on small data environments. Learn about generative models, rough paths, and their applications in financial time series analysis.

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

Mathematics in Computer Animation - Pixar's Approach

Pixar engineer explores mathematical techniques behind computer-animated effects, including dynamic simulations for clothing, hair, and 3D interactive animation, showcasing real-world applications in film production.

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

Discrete Reduced Models for Flow in Porous Media

Explore reduced models for porous media flow, focusing on simple models, interfaces, and intersection fractions with practical examples and applications.

• YouTube
• 1 hour 3 minutes
• On-Demand
• Conference Talk

A Multi-Scale Approach to Global Ocean Climate Modeling

Explore multi-scale approaches to global ocean climate modeling, focusing on mimetic methods, Voronoi tessellations, and simulations of ocean systems like the North Atlantic.

• YouTube
• 54 minutes
• On-Demand
• Conference Talk

Numerical Simulation of Fractured Reservoirs

Explore advanced techniques for simulating fractured reservoirs, including dual-porosity models, unstructured grids, and probabilistic approaches to enhance flow prediction and reservoir management.

• YouTube
• 48 minutes
• On-Demand
• Conference Talk

Upscaling and Automation - New Opportunities for Multiscale Systems Modeling

Explore automated upscaling techniques for multiscale systems modeling, focusing on Symbolica software for rapid model development in complex energy and geologic systems.

• YouTube
• 1 hour 2 minutes
• On-Demand
• Conference Talk

Supercomputing Spotlights - Supercomputing Software for Moore and Beyond

Explore supercomputing software evolution, data locality challenges, and innovative solutions for post-Moore era. Learn about multicore architectures, heterogeneous computing, and emerging trends in high-performance computing.

• YouTube
• 42 minutes
• On-Demand
• Conference Talk

Online Parallel Paging and Green Paging

Explore optimal algorithms for parallel paging, addressing cache sharing among processors. Discover connections to green paging and learn about O(log p)-competitive algorithms for both problems.

• YouTube
• 45 minutes
• On-Demand
• Conference Talk

The Adoption of Blockchain-Based Decentralized Exchanges

Explore decentralized finance exchanges, focusing on Automated Market Makers. Learn about their market structure, pricing functions, and impact on liquidity providers and arbitrageurs through game theory and data analysis.

• YouTube
• 56 minutes
• On-Demand
• Conference Talk

Model Invariants and Functional Regularization

Explore model invariants and functional regularization in quantitative finance. Learn about regression, MLE, Bayesian estimation, and new approaches to improve model robustness and interpretability in data analysis.

• YouTube
• 50 minutes
• On-Demand
• Conference Talk

Dynamic Graph Algorithms and Their Implementation

Explore recent advances in dynamic graph algorithms, covering theoretical analysis and empirical evaluations for efficiently handling edge deletions and insertions in evolving graph models.

• YouTube
• 56 minutes
• On-Demand
• Conference Talk