Society for Industrial and Applied Mathematics Courses

Self-supervised Deep Learning for Image Recovery - SIAM-IS Virtual Seminar

Self-supervised deep learning approach for image recovery, focusing on dataset-free methods. Explores Bayesian deep networks, uncertainty prediction, and applications in compressive sensing, outperforming traditional methods.

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

Early Career Talks on Financial Mathematics and Engineering - Belief Estimation and Robo-Advising

Virtual talks on belief estimation in LQG mean field games and personalized robo-advising for enhanced investment through client interaction. Explores advanced mathematical models in financial markets and automated investment strategies.

• YouTube
• 1 hour 3 minutes
• Self-Paced
• Free Video

Coding Theoretic Framework for Private Information Retrieval - SIAM SAGA Seminar

Explore private information retrieval in coded storage systems, focusing on algebraic-geometric codes and star product schemes for adjustable storage overhead and server collusion protection.

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

Nonlinear Spectral Decompositions in Imaging and Inverse Problems

Explore nonlinear spectral decompositions in imaging and inverse problems, covering variational theory, applications, and computational methods for nonlinear eigenfunctions.

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

Shock Formation and Vorticity Creation for Compressible Euler

Exploration of shock formation and vorticity creation in compressible Euler equations, featuring constructive proofs, self-similar variables, and analysis of singularities in multiple dimensions.

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

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
• Self-Paced
• 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
• Self-Paced
• 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
• Self-Paced
• 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
• Self-Paced
• 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
• Self-Paced
• 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
• Self-Paced
• 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
• Self-Paced
• 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
• Self-Paced
• 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
• Self-Paced
• Conference Talk

Seismic Inverse Problem

Explore seismic inverse problems, wave propagation, and modern exploration methods. Learn about FWI, wave bath tomography, and extended Born operators for improved subsurface imaging.

• YouTube
• 57 minutes
• Self-Paced
• Conference Talk