Society for Industrial and Applied Mathematics Courses

Machine Learning in Extreme Weather Forecasting with William Drew Collins

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Explore ML techniques for extreme weather forecasting in a 56-min webinar with SIAM, featuring the FourCastNet algorithm.

• YouTube
• 56 minutes
• On-Demand
• Free Online Course

Feedback Control of Hybrid Dynamical Systems

Explore hybrid dynamical systems with the Society for Industrial and Applied Mathematics. Learn about continuous and impulsive dynamics, stability, and applications in genetics and power systems.

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

Hierarchical Interpolative Factorization

Explore new matrix factorizations for discretizing differential and integral operators in this under 1-hour material from the Society for Industrial and Applied Mathematics.

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

From Razor Clams to Robots - The Mathematics Behind Biologically Inspired Design

Explore the mathematics behind biologically inspired design with MIT's Anette Hosoi in this less than 1-hour lecture offered by the Society for Industrial and Applied Mathematics.

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

Dynamic Graph Algorithms and Their Implementation

Explore dynamic graph algorithms with Monika Henzinger from the University of Vienna, in a short session organized by the Society for Industrial and Applied Mathematics.

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

Learning Robust Imaging Models without Paired Data

Explore robust imaging models without paired data in this less than 1-hour seminar by the Society for Industrial and Applied Mathematics. Learn from Prof. Chenglong Bao about AI-aided models and their applications in image processing.

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

Reduced-Order Modeling and Inversion for Large-Scale Problems of Geophysical Exploration

Explore large-scale geophysical exploration problems with the Society for Industrial and Applied Mathematics. Learn about reduced-order models and inversion in a 1-2 hour session.

• YouTube
• 1 hour 4 minutes
• On-Demand
• Conference Talk

Multivariate Portfolio Choice via Quantiles

Join the Society for Industrial and Applied Mathematics for a series of online talks on mathematical finance and engineering. Learn about multivariate portfolio choice via quantiles.

• YouTube
• 58 minutes
• On-Demand
• Free Online Course

On the Use of Linear Surrogate Models for Bayesian Inverse Problems

Explore Bayesian inverse problems using linear surrogate models with this Society for Industrial and Applied Mathematics seminar. Learn about model discrepancy, inference problems, and real-world applications.

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

Operational Risk Financialization of Electricity Under Stochasticity

Explore operational risk in electricity production under stochasticity with SIAM. Learn about grid risk management, reliability costs, and renewable assets in a 1-2 hour session.

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

Modeling of Compound Flooding in Coastal Environments

Learn about compound flooding modeling in coastal environments with SIAM. Understand hurricanes, severe storms, and model coupling in less than an hour.

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

Understanding the Ocean's Response in a Future Climate - A Robust Blueprint for Trustworthy AI for Climate Analysis

Explore the ocean's response to climate change using AI with the Society for Industrial and Applied Mathematics. Learn to develop trustworthy AI for climate analysis in a 1-2 hour webinar.

• YouTube
• 1 hour 10 minutes
• On-Demand
• Conference Talk

Multiscale Methods for Machine Learning

Explore multiscale methods for machine learning with the Society for Industrial and Applied Mathematics. Learn to build predictive models for large output spaces in under an hour.

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

Monotonicity Method for Extreme, Singular and Degenerate Inclusions in Electrical Impedance Tomography

Explore electrical impedance tomography with Aalto University's Nuutti Hyvönen in this less than 1-hour seminar by the Society for Industrial and Applied Mathematics. Learn about the monotonicity method, extreme inclusions, and more.

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

Quantitative Finance - Toward A General Framework for Modelling Roll-Over Risk

Join SIAM's online talks on mathematical finance and engineering, featuring experts from Stellenbosch University and London School of Economics. Expect 1-2 hours of material.

• YouTube
• 1 hour 1 minute
• On-Demand
• Conference Talk